diff --git "a/vae_encoder/openvino_model.xml" "b/vae_encoder/openvino_model.xml"
--- "a/vae_encoder/openvino_model.xml"
+++ "b/vae_encoder/openvino_model.xml"
@@ -23,7 +23,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2" name="Convert_3347082" type="Convert" version="opset1">
+		<layer id="2" name="Convert_2992270" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -53,7 +53,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4" name="Convert_3347085" type="Convert" version="opset1">
+		<layer id="4" name="Convert_2992273" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -224,7 +224,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="13" name="Convert_3194963" type="Convert" version="opset1">
+		<layer id="13" name="Convert_2860830" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -254,7 +254,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="15" name="Convert_3194966" type="Convert" version="opset1">
+		<layer id="15" name="Convert_2860833" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -443,7 +443,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="25" name="Convert_3199875" type="Convert" version="opset1">
+		<layer id="25" name="Convert_2865070" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -473,7 +473,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="27" name="Convert_3199878" type="Convert" version="opset1">
+		<layer id="27" name="Convert_2865073" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -944,7 +944,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="53" name="Convert_3204787" type="Convert" version="opset1">
+		<layer id="53" name="Convert_2869310" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -974,7 +974,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="55" name="Convert_3204790" type="Convert" version="opset1">
+		<layer id="55" name="Convert_2869313" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -1163,7 +1163,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="65" name="Convert_3209699" type="Convert" version="opset1">
+		<layer id="65" name="Convert_2873550" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -1193,7 +1193,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="67" name="Convert_3209702" type="Convert" version="opset1">
+		<layer id="67" name="Convert_2873553" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -1664,7 +1664,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="93" name="Convert_3141435" type="Convert" version="opset1">
+		<layer id="93" name="Convert_2814154" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -1694,7 +1694,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="95" name="Convert_3141438" type="Convert" version="opset1">
+		<layer id="95" name="Convert_2814157" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -2406,7 +2406,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="143" name="Convert_3107219" type="Convert" version="opset1">
+		<layer id="143" name="Convert_2784462" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -2436,7 +2436,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="145" name="Convert_3107222" type="Convert" version="opset1">
+		<layer id="145" name="Convert_2784465" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -2625,7 +2625,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="155" name="Convert_3112131" type="Convert" version="opset1">
+		<layer id="155" name="Convert_2788702" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -2655,7 +2655,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="157" name="Convert_3112134" type="Convert" version="opset1">
+		<layer id="157" name="Convert_2788705" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -3126,7 +3126,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="183" name="Convert_3117043" type="Convert" version="opset1">
+		<layer id="183" name="Convert_2792942" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -3156,7 +3156,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="185" name="Convert_3117046" type="Convert" version="opset1">
+		<layer id="185" name="Convert_2792945" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -3345,7 +3345,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="195" name="Convert_3121955" type="Convert" version="opset1">
+		<layer id="195" name="Convert_2797182" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -3375,7 +3375,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="197" name="Convert_3121958" type="Convert" version="opset1">
+		<layer id="197" name="Convert_2797185" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -3846,7 +3846,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="223" name="Convert_3000214" type="Convert" version="opset1">
+		<layer id="223" name="Convert_2691110" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -3876,7 +3876,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="225" name="Convert_3000217" type="Convert" version="opset1">
+		<layer id="225" name="Convert_2691113" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -4541,7 +4541,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="268" name="Convert_2931699" type="Convert" version="opset1">
+		<layer id="268" name="Convert_2631728" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -4571,7 +4571,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="270" name="Convert_2931702" type="Convert" version="opset1">
+		<layer id="270" name="Convert_2631731" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -4760,7 +4760,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="280" name="Convert_2936611" type="Convert" version="opset1">
+		<layer id="280" name="Convert_2635968" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -4790,7 +4790,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="282" name="Convert_2936614" type="Convert" version="opset1">
+		<layer id="282" name="Convert_2635971" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -5261,7 +5261,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="308" name="Convert_2941523" type="Convert" version="opset1">
+		<layer id="308" name="Convert_2640208" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -5291,7 +5291,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="310" name="Convert_2941526" type="Convert" version="opset1">
+		<layer id="310" name="Convert_2640211" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -5480,7 +5480,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="320" name="Convert_2946435" type="Convert" version="opset1">
+		<layer id="320" name="Convert_2644448" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -5510,7 +5510,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="322" name="Convert_2946438" type="Convert" version="opset1">
+		<layer id="322" name="Convert_2644451" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -5981,7 +5981,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="348" name="Convert_2951347" type="Convert" version="opset1">
+		<layer id="348" name="Convert_2648688" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -6011,7 +6011,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="350" name="Convert_2951350" type="Convert" version="opset1">
+		<layer id="350" name="Convert_2648691" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -6695,18 +6695,18 @@
 			</output>
 		</layer>
 		<layer id="394" name="self.encoder.down_blocks.3.0.attn.to_q.weight" type="Const" version="opset1">
-			<data element_type="i4" shape="512, 512" offset="16265880" size="131072" />
+			<data element_type="u4" shape="512, 512" offset="16265880" size="131072" />
 			<output>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>512</dim>
 					<dim>512</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="395" name="Convert_3160920" type="Convert" version="opset1">
+		<layer id="395" name="Convert_2831127" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>512</dim>
 					<dim>512</dim>
 				</port>
@@ -6718,16 +6718,59 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="396" name="self.encoder.down_blocks.3.0.attn.to_q.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="512, 1" offset="16396952" size="1024" />
+		<layer id="396" name="self.encoder.down_blocks.3.0.attn.to_q.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="512, 1" offset="16396952" size="256" />
 			<output>
+				<port id="0" precision="U4">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="397" name="Convert_2831130" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="398" name="self.encoder.down_blocks.3.0.attn.to_q.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
 				<port id="0" precision="FP16">
+					<dim>512</dim>
+					<dim>512</dim>
+				</port>
+				<port id="1" precision="FP16">
 					<dim>512</dim>
 					<dim>1</dim>
 				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>512</dim>
+					<dim>512</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="397" name="self.encoder.down_blocks.3.0.attn.to_q.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="399" name="self.encoder.down_blocks.3.0.attn.to_q.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="512, 1" offset="16397208" size="1024" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="400" name="self.encoder.down_blocks.3.0.attn.to_q.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -6746,7 +6789,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="398" name="__module.encoder.down_blocks.3.0.attn.to_q/ov_ext::linear/Convert" type="Convert" version="opset1">
+		<layer id="401" name="__module.encoder.down_blocks.3.0.attn.to_q/ov_ext::linear/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<rt_info>
 				<attribute name="decompression" version="0" />
@@ -6764,7 +6807,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="399" name="__module.encoder.down_blocks.3.0.attn.to_q/ov_ext::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="402" name="__module.encoder.down_blocks.3.0.attn.to_q/ov_ext::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6787,32 +6830,75 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="400" name="self.encoder.down_blocks.3.0.attn.to_k.weight" type="Const" version="opset1">
-			<data element_type="i4" shape="512, 512" offset="16397976" size="131072" />
+		<layer id="403" name="self.encoder.down_blocks.3.0.attn.to_k.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="512, 512" offset="16398232" size="131072" />
 			<output>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>512</dim>
 					<dim>512</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="401" name="Convert_3156064" type="Convert" version="opset1">
+		<layer id="404" name="Convert_2826883" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
+					<dim>512</dim>
+					<dim>512</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>512</dim>
+					<dim>512</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="405" name="self.encoder.down_blocks.3.0.attn.to_k.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="512, 1" offset="16529304" size="256" />
+			<output>
+				<port id="0" precision="U4">
 					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="406" name="Convert_2826886" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
 					<dim>512</dim>
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="407" name="self.encoder.down_blocks.3.0.attn.to_k.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>512</dim>
+					<dim>512</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
 					<dim>512</dim>
 					<dim>512</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="402" name="self.encoder.down_blocks.3.0.attn.to_k.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="512, 1" offset="16529048" size="1024" />
+		<layer id="408" name="self.encoder.down_blocks.3.0.attn.to_k.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="512, 1" offset="16529560" size="1024" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>512</dim>
@@ -6820,7 +6906,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="403" name="self.encoder.down_blocks.3.0.attn.to_k.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="409" name="self.encoder.down_blocks.3.0.attn.to_k.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -6839,7 +6925,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="404" name="__module.encoder.down_blocks.3.0.attn.to_k/ov_ext::linear/Convert" type="Convert" version="opset1">
+		<layer id="410" name="__module.encoder.down_blocks.3.0.attn.to_k/ov_ext::linear/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<rt_info>
 				<attribute name="decompression" version="0" />
@@ -6857,7 +6943,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="405" name="__module.encoder.down_blocks.3.0.attn.to_k/ov_ext::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="411" name="__module.encoder.down_blocks.3.0.attn.to_k/ov_ext::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6880,19 +6966,19 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="406" name="self.encoder.down_blocks.3.0.attn.to_v.weight" type="Const" version="opset1">
-			<data element_type="i4" shape="512, 512" offset="16530072" size="131072" />
+		<layer id="412" name="self.encoder.down_blocks.3.0.attn.to_v.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="512, 512" offset="16530584" size="131072" />
 			<output>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>512</dim>
 					<dim>512</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="407" name="Convert_3151208" type="Convert" version="opset1">
+		<layer id="413" name="Convert_2822639" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>512</dim>
 					<dim>512</dim>
 				</port>
@@ -6904,8 +6990,51 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="408" name="self.encoder.down_blocks.3.0.attn.to_v.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="512, 1" offset="16661144" size="1024" />
+		<layer id="414" name="self.encoder.down_blocks.3.0.attn.to_v.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="512, 1" offset="16661656" size="256" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="415" name="Convert_2822642" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="416" name="self.encoder.down_blocks.3.0.attn.to_v.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>512</dim>
+					<dim>512</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>512</dim>
+					<dim>512</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="417" name="self.encoder.down_blocks.3.0.attn.to_v.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="512, 1" offset="16661912" size="1024" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>512</dim>
@@ -6913,7 +7042,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="409" name="self.encoder.down_blocks.3.0.attn.to_v.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="418" name="self.encoder.down_blocks.3.0.attn.to_v.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -6932,7 +7061,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="410" name="__module.encoder.down_blocks.3.0.attn.to_v/ov_ext::linear/Convert" type="Convert" version="opset1">
+		<layer id="419" name="__module.encoder.down_blocks.3.0.attn.to_v/ov_ext::linear/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<rt_info>
 				<attribute name="decompression" version="0" />
@@ -6950,7 +7079,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="411" name="__module.encoder.down_blocks.3.0.attn.to_v/ov_ext::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="420" name="__module.encoder.down_blocks.3.0.attn.to_v/ov_ext::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6973,7 +7102,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="412" name="__module.encoder.down_blocks.3.0.attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="421" name="__module.encoder.down_blocks.3.0.attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="3" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7004,7 +7133,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="413" name="ScatterElementsUpdate_224865" type="Const" version="opset1">
+		<layer id="422" name="ScatterElementsUpdate_224865" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="301604" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -7012,7 +7141,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="414" name="__module.encoder.down_blocks.3.0.attn/aten::movedim/Transpose_1" type="Transpose" version="opset1">
+		<layer id="423" name="__module.encoder.down_blocks.3.0.attn/aten::movedim/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -7033,8 +7162,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="415" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape" type="Const" version="opset1">
-			<data element_type="u8" shape="1536, 1, 1, 5, 5" offset="16662168" size="38400" />
+		<layer id="424" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="u8" shape="1536, 1, 1, 5, 5" offset="16662936" size="38400" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>1536</dim>
@@ -7045,7 +7174,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="416" name="Convert_3317610" type="Convert" version="opset1">
+		<layer id="425" name="Convert_2966830" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -7066,8 +7195,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="417" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="1536, 1, 1, 1, 1" offset="16700568" size="1536" />
+		<layer id="426" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1536, 1, 1, 1, 1" offset="16701336" size="1536" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>1536</dim>
@@ -7078,7 +7207,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="418" name="Convert_3317613" type="Convert" version="opset1">
+		<layer id="427" name="Convert_2966833" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -7099,7 +7228,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="419" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="428" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -7127,8 +7256,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="420" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1536, 1, 1, 1, 1" offset="16702104" size="3072" />
+		<layer id="429" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1536, 1, 1, 1, 1" offset="16702872" size="3072" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1536</dim>
@@ -7139,7 +7268,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="421" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="430" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -7167,7 +7296,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="422" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="431" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -7188,7 +7317,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="423" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
+		<layer id="432" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
 			<data strides="1, 1" pads_begin="2, 2" pads_end="2, 2" dilations="1, 1" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7214,8 +7343,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="424" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape" type="Const" version="opset1">
-			<data element_type="u8" shape="48, 32, 32, 1, 1" offset="16705176" size="49152" />
+		<layer id="433" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="u8" shape="48, 32, 32, 1, 1" offset="16705944" size="49152" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>48</dim>
@@ -7226,7 +7355,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="425" name="Convert_3302908" type="Convert" version="opset1">
+		<layer id="434" name="Convert_2954110" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -7247,8 +7376,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="426" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="48, 32, 1, 1, 1" offset="16754328" size="1536" />
+		<layer id="435" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="48, 32, 1, 1, 1" offset="16755096" size="1536" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>48</dim>
@@ -7259,7 +7388,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="427" name="Convert_3302911" type="Convert" version="opset1">
+		<layer id="436" name="Convert_2954113" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -7280,7 +7409,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="428" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="437" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -7308,8 +7437,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="429" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="48, 32, 1, 1, 1" offset="16755864" size="3072" />
+		<layer id="438" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="48, 32, 1, 1, 1" offset="16756632" size="3072" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>48</dim>
@@ -7320,7 +7449,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="430" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="439" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -7348,7 +7477,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="431" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="440" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -7369,7 +7498,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="432" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
+		<layer id="441" name="__module.encoder.down_blocks.3.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
 			<data strides="1, 1" pads_begin="0, 0" pads_end="0, 0" dilations="1, 1" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7395,7 +7524,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="433" name="__module.encoder.down_blocks.3.0.attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="442" name="__module.encoder.down_blocks.3.0.attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7420,7 +7549,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="434" name="Convert_295487" type="Convert" version="opset1">
+		<layer id="443" name="Convert_295487" type="Convert" version="opset1">
 			<data destination_type="i64" />
 			<input>
 				<port id="0" precision="I32">
@@ -7433,7 +7562,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="435" name="Constant_225047" type="Const" version="opset1">
+		<layer id="444" name="Constant_225047" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -7441,15 +7570,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="436" name="Constant_225048" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="16758936" size="8" />
+		<layer id="445" name="Constant_225048" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="16759704" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="437" name="ShapeOf_295494" type="ShapeOf" version="opset3">
+		<layer id="446" name="ShapeOf_295494" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7465,7 +7594,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="438" name="Constant_295495" type="Const" version="opset1">
+		<layer id="447" name="Constant_295495" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895560" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -7473,13 +7602,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="439" name="Constant_295496" type="Const" version="opset1">
+		<layer id="448" name="Constant_295496" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="440" name="Gather_295497" type="Gather" version="opset8">
+		<layer id="449" name="Gather_295497" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -7496,7 +7625,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="441" name="Constant_295499" type="Const" version="opset1">
+		<layer id="450" name="Constant_295499" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895580" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -7504,13 +7633,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="442" name="Constant_295500" type="Const" version="opset1">
+		<layer id="451" name="Constant_295500" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="443" name="Gather_295501" type="Gather" version="opset8">
+		<layer id="452" name="Gather_295501" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -7527,7 +7656,7 @@
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 			</output>
 		</layer>
-		<layer id="444" name="__module.encoder.down_blocks.3.0.attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="453" name="__module.encoder.down_blocks.3.0.attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -7543,7 +7672,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="445" name="__module.encoder.down_blocks.3.0.attn/prim::ListConstruct" type="Concat" version="opset1">
+		<layer id="454" name="__module.encoder.down_blocks.3.0.attn/prim::ListConstruct" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -7565,7 +7694,7 @@
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 			</output>
 		</layer>
-		<layer id="446" name="__module.encoder.down_blocks.3.0.attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="455" name="__module.encoder.down_blocks.3.0.attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7587,13 +7716,13 @@
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 			</output>
 		</layer>
-		<layer id="447" name="20" type="Const" version="opset1">
+		<layer id="456" name="20" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="895560" size="8" />
 			<output>
 				<port id="0" precision="I64" names="20" />
 			</output>
 		</layer>
-		<layer id="448" name="__module.encoder.down_blocks.3.0.attn/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="457" name="__module.encoder.down_blocks.3.0.attn/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7609,7 +7738,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="449" name="Constant_242754" type="Const" version="opset1">
+		<layer id="458" name="Constant_242754" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895556" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -7617,7 +7746,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="450" name="__module.encoder.down_blocks.3.0.attn/prim::ListUnpack/Gather" type="Gather" version="opset8">
+		<layer id="459" name="__module.encoder.down_blocks.3.0.attn/prim::ListUnpack/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -7632,13 +7761,13 @@
 				<port id="3" precision="I32" />
 			</output>
 		</layer>
-		<layer id="451" name="__module.encoder.down_blocks.3.0.attn/prim::ListUnpack/Convert" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="16758944" size="4" />
+		<layer id="460" name="__module.encoder.down_blocks.3.0.attn/prim::ListUnpack/Convert" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="16759712" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="452" name="__module.encoder.down_blocks.3.0.attn/prim::ListUnpack/Divide" type="Divide" version="opset1">
+		<layer id="461" name="__module.encoder.down_blocks.3.0.attn/prim::ListUnpack/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -7648,7 +7777,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="453" name="__module.encoder.down_blocks.3.0.attn/prim::ListUnpack/Mod" type="Mod" version="opset1">
+		<layer id="462" name="__module.encoder.down_blocks.3.0.attn/prim::ListUnpack/Mod" type="Mod" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -7658,7 +7787,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="454" name="__module.encoder.down_blocks.3.0.attn/prim::ListUnpack/Greater" type="Greater" version="opset1">
+		<layer id="463" name="__module.encoder.down_blocks.3.0.attn/prim::ListUnpack/Greater" type="Greater" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -7672,7 +7801,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="455" name="__module.encoder.down_blocks.3.0.attn/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
+		<layer id="464" name="__module.encoder.down_blocks.3.0.attn/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
 			<data destination_type="i32" />
 			<input>
 				<port id="0" precision="BOOL">
@@ -7685,7 +7814,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="456" name="__module.encoder.down_blocks.3.0.attn/prim::ListUnpack/Add" type="Add" version="opset1">
+		<layer id="465" name="__module.encoder.down_blocks.3.0.attn/prim::ListUnpack/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -7699,7 +7828,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="457" name="Constant_242763" type="Const" version="opset1">
+		<layer id="466" name="Constant_242763" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895576" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -7707,7 +7836,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="458" name="__module.encoder.down_blocks.3.0.attn/prim::ListUnpack/Broadcast" type="Broadcast" version="opset3">
+		<layer id="467" name="__module.encoder.down_blocks.3.0.attn/prim::ListUnpack/Broadcast" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="I32">
@@ -7723,7 +7852,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="459" name="Constant_242755" type="Const" version="opset1">
+		<layer id="468" name="Constant_242755" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895540" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -7731,7 +7860,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="460" name="__module.encoder.down_blocks.3.0.attn/prim::ListUnpack/Concat" type="Concat" version="opset1">
+		<layer id="469" name="__module.encoder.down_blocks.3.0.attn/prim::ListUnpack/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -7747,7 +7876,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="461" name="__module.encoder.down_blocks.3.0.attn/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
+		<layer id="470" name="__module.encoder.down_blocks.3.0.attn/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -7781,29 +7910,29 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="462" name="__module.encoder.down_blocks.3.0.attn/aten::pad/Concat" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="16758948" size="16" />
+		<layer id="471" name="__module.encoder.down_blocks.3.0.attn/aten::pad/Concat" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="16759716" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="463" name="__module.encoder.down_blocks.3.0.attn/aten::pad/Concat_1" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="16758964" size="16" />
+		<layer id="472" name="__module.encoder.down_blocks.3.0.attn/aten::pad/Concat_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="16759732" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="464" name="__module.encoder.down_blocks.3.0.attn/aten::pad/ConvertLike" type="Const" version="opset1">
+		<layer id="473" name="__module.encoder.down_blocks.3.0.attn/aten::pad/ConvertLike" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="300560" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="465" name="__module.encoder.down_blocks.3.0.attn/aten::pad/Pad" type="Pad" version="opset1">
+		<layer id="474" name="__module.encoder.down_blocks.3.0.attn/aten::pad/Pad" type="Pad" version="opset1">
 			<data pad_mode="constant" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7829,7 +7958,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="466" name="__module.encoder.down_blocks.3.0.attn.nonlinearity/aten::relu/Relu" type="ReLU" version="opset1">
+		<layer id="475" name="__module.encoder.down_blocks.3.0.attn.nonlinearity/aten::relu/Relu" type="ReLU" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -7847,7 +7976,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="467" name="__module.encoder.down_blocks.3.0.attn/aten::matmul/MatMul" type="MatMul" version="opset1">
+		<layer id="476" name="__module.encoder.down_blocks.3.0.attn/aten::matmul/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7872,7 +8001,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="468" name="__module.encoder.down_blocks.3.0.attn.nonlinearity/aten::relu/Relu_1" type="ReLU" version="opset1">
+		<layer id="477" name="__module.encoder.down_blocks.3.0.attn.nonlinearity/aten::relu/Relu_1" type="ReLU" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -7890,7 +8019,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="469" name="__module.encoder.down_blocks.3.0.attn/aten::matmul/MatMul_1" type="MatMul" version="opset1">
+		<layer id="478" name="__module.encoder.down_blocks.3.0.attn/aten::matmul/MatMul_1" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7915,7 +8044,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="470" name="Constant_225320" type="Const" version="opset1">
+		<layer id="479" name="Constant_225320" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -7923,7 +8052,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="471" name="Constant_225322" type="Const" version="opset1">
+		<layer id="480" name="Constant_225322" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -7931,15 +8060,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="472" name="Constant_225324" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="16758980" size="8" />
+		<layer id="481" name="Constant_225324" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="16759748" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="473" name="Constant_225318" type="Const" version="opset1">
+		<layer id="482" name="Constant_225318" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895560" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -7947,7 +8076,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="474" name="__module.encoder.down_blocks.3.0.attn/aten::slice/Slice_2" type="Slice" version="opset8">
+		<layer id="483" name="__module.encoder.down_blocks.3.0.attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -7977,7 +8106,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="475" name="Constant_225350" type="Const" version="opset1">
+		<layer id="484" name="Constant_225350" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -7985,23 +8114,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="476" name="Constant_225352" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="16758988" size="8" />
+		<layer id="485" name="Constant_225352" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="16759756" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="477" name="Constant_225354" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="16758980" size="8" />
+		<layer id="486" name="Constant_225354" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="16759748" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="478" name="Constant_225348" type="Const" version="opset1">
+		<layer id="487" name="Constant_225348" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895560" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -8009,7 +8138,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="479" name="__module.encoder.down_blocks.3.0.attn/aten::slice/Slice_5" type="Slice" version="opset8">
+		<layer id="488" name="__module.encoder.down_blocks.3.0.attn/aten::slice/Slice_5" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -8039,8 +8168,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="480" name="Constant_292588" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="16758996" size="4" />
+		<layer id="489" name="Constant_292588" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="16759764" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -8050,7 +8179,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="481" name="__module.encoder.down_blocks.3.0.attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="490" name="__module.encoder.down_blocks.3.0.attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -8075,7 +8204,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="482" name="__module.encoder.down_blocks.3.0.attn/aten::div/Divide" type="Divide" version="opset1">
+		<layer id="491" name="__module.encoder.down_blocks.3.0.attn/aten::div/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -8100,7 +8229,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="483" name="Constant_225374" type="Const" version="opset1">
+		<layer id="492" name="Constant_225374" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -8108,21 +8237,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="484" name="Constant_288968" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="16759000" size="16" />
+		<layer id="493" name="Constant_288968" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="16759768" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="485" name="Constant_288969" type="Const" version="opset1">
+		<layer id="494" name="Constant_288969" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="486" name="Gather_288970" type="Gather" version="opset8">
+		<layer id="495" name="Gather_288970" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -8139,7 +8268,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="487" name="__module.encoder.down_blocks.3.0.attn/prim::ListConstruct_1" type="Concat" version="opset1">
+		<layer id="496" name="__module.encoder.down_blocks.3.0.attn/prim::ListConstruct_1" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -8158,7 +8287,7 @@
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 			</output>
 		</layer>
-		<layer id="488" name="__module.encoder.down_blocks.3.0.attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="497" name="__module.encoder.down_blocks.3.0.attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -8180,7 +8309,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="489" name="ScatterElementsUpdate_225448" type="Const" version="opset1">
+		<layer id="498" name="ScatterElementsUpdate_225448" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="300544" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -8188,7 +8317,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="490" name="__module.encoder.down_blocks.3.0.attn/aten::movedim/Transpose_2" type="Transpose" version="opset1">
+		<layer id="499" name="__module.encoder.down_blocks.3.0.attn/aten::movedim/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -8209,19 +8338,19 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="491" name="self.encoder.down_blocks.3.0.attn.to_out.weight" type="Const" version="opset1">
-			<data element_type="i4" shape="512, 1024" offset="16759016" size="262144" />
+		<layer id="500" name="self.encoder.down_blocks.3.0.attn.to_out.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="512, 1024" offset="16759784" size="262144" />
 			<output>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>512</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="492" name="Convert_3126816" type="Convert" version="opset1">
+		<layer id="501" name="Convert_2801427" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>512</dim>
 					<dim>1024</dim>
 				</port>
@@ -8233,16 +8362,59 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="493" name="self.encoder.down_blocks.3.0.attn.to_out.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="512, 1" offset="17021160" size="1024" />
+		<layer id="502" name="self.encoder.down_blocks.3.0.attn.to_out.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="512, 1" offset="17021928" size="256" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="503" name="Convert_2801430" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</input>
 			<output>
+				<port id="1" precision="FP16">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="504" name="self.encoder.down_blocks.3.0.attn.to_out.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
 				<port id="0" precision="FP16">
+					<dim>512</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="FP16">
 					<dim>512</dim>
 					<dim>1</dim>
 				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>512</dim>
+					<dim>1024</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="494" name="self.encoder.down_blocks.3.0.attn.to_out.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="505" name="self.encoder.down_blocks.3.0.attn.to_out.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="512, 1" offset="17022184" size="1024" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="506" name="self.encoder.down_blocks.3.0.attn.to_out.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -8261,7 +8433,7 @@
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 			</output>
 		</layer>
-		<layer id="495" name="__module.encoder.down_blocks.3.0.attn.to_out/ov_ext::linear/Convert" type="Convert" version="opset1">
+		<layer id="507" name="__module.encoder.down_blocks.3.0.attn.to_out/ov_ext::linear/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<rt_info>
 				<attribute name="decompression" version="0" />
@@ -8279,7 +8451,7 @@
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 			</output>
 		</layer>
-		<layer id="496" name="__module.encoder.down_blocks.3.0.attn.to_out/ov_ext::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="508" name="__module.encoder.down_blocks.3.0.attn.to_out/ov_ext::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -8302,7 +8474,7 @@
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 			</output>
 		</layer>
-		<layer id="497" name="Constant_292591" type="Const" version="opset1">
+		<layer id="509" name="Constant_292591" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1, 1" offset="300560" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -8313,7 +8485,7 @@
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 			</output>
 		</layer>
-		<layer id="498" name="Constant_292589" type="Const" version="opset1">
+		<layer id="510" name="Constant_292589" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1, 1" offset="300564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -8324,7 +8496,7 @@
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 		</layer>
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+		<layer id="511" name="__module.encoder.down_blocks.3.0.attn.norm_out/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -8349,7 +8521,7 @@
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 			</output>
 		</layer>
-		<layer id="500" name="Constant_225630" type="Const" version="opset1">
+		<layer id="512" name="Constant_225630" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
 				<port id="0" precision="I64" names="373">
@@ -8357,7 +8529,7 @@
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 			</output>
 		</layer>
-		<layer id="501" name="__module.encoder.down_blocks.3.0.attn.norm_out/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="513" name="__module.encoder.down_blocks.3.0.attn.norm_out/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -8379,7 +8551,7 @@
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 			</output>
 		</layer>
-		<layer id="502" name="Constant_292590" type="Const" version="opset1">
+		<layer id="514" name="Constant_292590" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1, 1" offset="300576" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -8390,7 +8562,7 @@
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 			</output>
 		</layer>
-		<layer id="503" name="__module.encoder.down_blocks.3.0.attn.norm_out/aten::add/Add" type="Add" version="opset1">
+		<layer id="515" name="__module.encoder.down_blocks.3.0.attn.norm_out/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -8415,7 +8587,7 @@
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 			</output>
 		</layer>
-		<layer id="504" name="__module.encoder.down_blocks.3.0.attn.norm_out/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="516" name="__module.encoder.down_blocks.3.0.attn.norm_out/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -8433,7 +8605,7 @@
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 			</output>
 		</layer>
-		<layer id="505" name="__module.encoder.down_blocks.3.0.attn.norm_out/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="517" name="__module.encoder.down_blocks.3.0.attn.norm_out/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -8458,7 +8630,7 @@
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 			</output>
 		</layer>
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+		<layer id="518" name="__module.encoder.down_blocks.3.0.attn.norm_out/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -8483,8 +8655,8 @@
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 			</output>
 		</layer>
-		<layer id="507" name="Constant_292592" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 512" offset="17022184" size="2048" />
+		<layer id="519" name="Constant_292592" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 512" offset="17023208" size="2048" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -8494,7 +8666,7 @@
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 			</output>
 		</layer>
-		<layer id="508" name="__module.encoder.down_blocks.3.0.attn.norm_out/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="520" name="__module.encoder.down_blocks.3.0.attn.norm_out/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -8519,8 +8691,8 @@
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-		<layer id="509" name="Constant_292593" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 512" offset="17024232" size="2048" />
+		<layer id="521" name="Constant_292593" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 512" offset="17025256" size="2048" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -8530,7 +8702,7 @@
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 			</output>
 		</layer>
-		<layer id="510" name="__module.encoder.down_blocks.3.0.attn.norm_out/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="522" name="__module.encoder.down_blocks.3.0.attn.norm_out/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -8555,7 +8727,7 @@
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 			</output>
 		</layer>
-		<layer id="511" name="ScatterElementsUpdate_225733" type="Const" version="opset1">
+		<layer id="523" name="ScatterElementsUpdate_225733" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="301604" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -8563,7 +8735,7 @@
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 		</layer>
-		<layer id="512" name="__module.encoder.down_blocks.3.0.attn/aten::movedim/Transpose_5" type="Transpose" version="opset1">
+		<layer id="524" name="__module.encoder.down_blocks.3.0.attn/aten::movedim/Transpose_5" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -8584,7 +8756,7 @@
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 			</output>
 		</layer>
-		<layer id="513" name="__module.encoder.down_blocks.3.0.attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="525" name="__module.encoder.down_blocks.3.0.attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -8609,8 +8781,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 512, 1, 1" offset="17026280" size="2097152" />
+		<layer id="526" name="self.encoder.down_blocks.3.0.conv_out.conv_inverted.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="4096, 512, 1, 1" offset="17027304" size="2097152" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>4096</dim>
@@ -8620,7 +8792,7 @@
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 			</output>
 		</layer>
-		<layer id="515" name="Convert_2956242" type="Convert" version="opset1">
+		<layer id="527" name="Convert_2652928" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -8639,8 +8811,8 @@
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 			</output>
 		</layer>
-		<layer id="516" name="self.encoder.down_blocks.3.0.conv_out.conv_inverted.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 1, 1, 1" offset="19123432" size="4096" />
+		<layer id="528" name="self.encoder.down_blocks.3.0.conv_out.conv_inverted.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="4096, 1, 1, 1" offset="19124456" size="4096" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>4096</dim>
@@ -8650,7 +8822,7 @@
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 			</output>
 		</layer>
-		<layer id="517" name="Convert_2956245" type="Convert" version="opset1">
+		<layer id="529" name="Convert_2652931" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -8669,7 +8841,7 @@
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 			</output>
 		</layer>
-		<layer id="518" name="self.encoder.down_blocks.3.0.conv_out.conv_inverted.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="530" name="self.encoder.down_blocks.3.0.conv_out.conv_inverted.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -8694,8 +8866,8 @@
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-		<layer id="519" name="self.encoder.down_blocks.3.0.conv_out.conv_inverted.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 1, 1, 1" offset="19127528" size="8192" />
+		<layer id="531" name="self.encoder.down_blocks.3.0.conv_out.conv_inverted.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -8705,7 +8877,7 @@
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 			</output>
 		</layer>
-		<layer id="520" name="self.encoder.down_blocks.3.0.conv_out.conv_inverted.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="532" name="self.encoder.down_blocks.3.0.conv_out.conv_inverted.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -8730,7 +8902,7 @@
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 		</layer>
-		<layer id="521" name="self.encoder.down_blocks.3.0.conv_out.conv_inverted.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -8749,7 +8921,7 @@
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-		<layer id="522" name="__module.encoder.down_blocks.3.0.conv_out.conv_inverted/aten::_convolution/Convolution" type="Convolution" version="opset1">
+		<layer id="534" name="__module.encoder.down_blocks.3.0.conv_out.conv_inverted/aten::_convolution/Convolution" type="Convolution" version="opset1">
 			<data strides="1, 1" dilations="1, 1" pads_begin="0, 0" pads_end="0, 0" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -8774,8 +8946,8 @@
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-			<data element_type="f32" shape="1, 4096, 1, 1" offset="19135720" size="16384" />
+		<layer id="535" name="__module.encoder.down_blocks.3.0.conv_out.conv_inverted/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 4096, 1, 1" offset="19136744" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -8785,7 +8957,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -8810,7 +8982,7 @@
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-		<layer id="525" name="__module.encoder.down_blocks.3.0.conv_out.nonlinearity/aten::silu/Swish" type="Swish" version="opset4">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -8828,8 +9000,8 @@
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 		</layer>
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+		<layer id="538" name="__module.encoder.down_blocks.3.0.conv_out.conv_depth/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="u8" shape="4096, 1, 1, 3, 3" offset="19153128" size="36864" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>4096</dim>
@@ -8840,7 +9012,7 @@
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 			</output>
 		</layer>
-		<layer id="527" name="Convert_3332346" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -8861,8 +9033,8 @@
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 		</layer>
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-			<data element_type="u8" shape="4096, 1, 1, 1, 1" offset="19188968" size="4096" />
+		<layer id="540" name="__module.encoder.down_blocks.3.0.conv_out.conv_depth/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
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 				<port id="0" precision="U8">
 					<dim>4096</dim>
@@ -8873,7 +9045,7 @@
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 			</output>
 		</layer>
-		<layer id="529" name="Convert_3332349" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -8894,7 +9066,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -8922,8 +9094,8 @@
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-			<data element_type="f16" shape="4096, 1, 1, 1, 1" offset="19193064" size="8192" />
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 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -8934,7 +9106,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -8962,7 +9134,7 @@
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-		<layer id="533" name="__module.encoder.down_blocks.3.0.conv_out.conv_depth/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -8983,7 +9155,7 @@
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@@ -9009,8 +9181,8 @@
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 				<port id="0" precision="FP32">
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@@ -9020,7 +9192,7 @@
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 				<port id="0" precision="FP32">
@@ -9045,13 +9217,13 @@
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 		</layer>
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+		<layer id="549" name="24" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64" names="24" />
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 		</layer>
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 			<input>
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@@ -9067,7 +9239,7 @@
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@@ -9075,7 +9247,7 @@
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 		</layer>
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 			<input>
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@@ -9090,13 +9262,13 @@
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 			<output>
 				<port id="0" precision="I32" />
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 		</layer>
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 				<port id="0" precision="I32" />
@@ -9106,7 +9278,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -9116,7 +9288,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -9130,7 +9302,7 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="BOOL">
@@ -9143,7 +9315,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -9157,7 +9329,7 @@
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 		</layer>
-		<layer id="547" name="Constant_242827" type="Const" version="opset1">
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 			<data element_type="i32" shape="1" offset="895540" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -9165,7 +9337,7 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="I32">
@@ -9181,7 +9353,7 @@
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 		</layer>
-		<layer id="549" name="__module.encoder.down_blocks.3.0.conv_out/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -9209,7 +9381,7 @@
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 		</layer>
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+		<layer id="562" name="__module.encoder.down_blocks.3.0.conv_out.nonlinearity/aten::silu/Swish_1" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -9227,7 +9399,7 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
@@ -9252,8 +9424,8 @@
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 		</layer>
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 			<output>
 				<port id="0" precision="U8">
 					<dim>512</dim>
@@ -9263,7 +9435,7 @@
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 			</output>
 		</layer>
-		<layer id="553" name="Convert_3005109" type="Convert" version="opset1">
+		<layer id="565" name="Convert_2695350" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -9282,8 +9454,8 @@
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-			<data element_type="u8" shape="512, 1, 1, 1" offset="20266216" size="512" />
+		<layer id="566" name="self.encoder.down_blocks.3.0.conv_out.conv_point.weight/zero_point" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U8">
 					<dim>512</dim>
@@ -9293,7 +9465,7 @@
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 			</output>
 		</layer>
-		<layer id="555" name="Convert_3005112" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -9312,7 +9484,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -9337,8 +9509,8 @@
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 		</layer>
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+		<layer id="569" name="self.encoder.down_blocks.3.0.conv_out.conv_point.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="512, 1, 1, 1" offset="20267752" size="1024" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>512</dim>
@@ -9348,7 +9520,7 @@
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 			</output>
 		</layer>
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+		<layer id="570" name="self.encoder.down_blocks.3.0.conv_out.conv_point.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -9373,7 +9545,7 @@
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 		</layer>
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+		<layer id="571" name="self.encoder.down_blocks.3.0.conv_out.conv_point.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -9392,7 +9564,7 @@
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 		</layer>
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 			<data strides="1, 1" dilations="1, 1" pads_begin="0, 0" pads_end="0, 0" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9417,7 +9589,7 @@
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 		</layer>
-		<layer id="561" name="ScatterElementsUpdate_225994" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="300544" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -9425,7 +9597,7 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -9446,7 +9618,7 @@
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 			</output>
 		</layer>
-		<layer id="563" name="Constant_292596" type="Const" version="opset1">
+		<layer id="575" name="Constant_292596" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1, 1" offset="300560" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -9457,7 +9629,7 @@
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 		</layer>
-		<layer id="564" name="Constant_292594" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1, 1" offset="300564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -9468,7 +9640,7 @@
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 			</output>
 		</layer>
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+		<layer id="577" name="__module.encoder.down_blocks.3.0.conv_out.norm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9493,7 +9665,7 @@
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 		</layer>
-		<layer id="566" name="Constant_226016" type="Const" version="opset1">
+		<layer id="578" name="Constant_226016" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
 				<port id="0" precision="I64" names="418">
@@ -9501,7 +9673,7 @@
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 		</layer>
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+		<layer id="579" name="__module.encoder.down_blocks.3.0.conv_out.norm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9523,7 +9695,7 @@
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 			</output>
 		</layer>
-		<layer id="568" name="Constant_292595" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1, 1" offset="300576" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -9534,7 +9706,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9559,7 +9731,7 @@
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 		</layer>
-		<layer id="570" name="__module.encoder.down_blocks.3.0.conv_out.norm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="582" name="__module.encoder.down_blocks.3.0.conv_out.norm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -9577,7 +9749,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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 				<port id="0" precision="FP32">
@@ -9602,7 +9774,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9627,8 +9799,8 @@
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 				<port id="0" precision="FP32">
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@@ -9638,7 +9810,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9663,8 +9835,8 @@
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 				<port id="0" precision="FP32">
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@@ -9674,7 +9846,7 @@
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 			<input>
 				<port id="0" precision="FP32">
@@ -9699,7 +9871,7 @@
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 			<output>
 				<port id="0" precision="I32">
@@ -9707,7 +9879,7 @@
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 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -9728,7 +9900,7 @@
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 		</layer>
-		<layer id="580" name="ScatterElementsUpdate_226221" type="Const" version="opset1">
+		<layer id="592" name="ScatterElementsUpdate_226221" type="Const" version="opset1">
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 			<output>
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@@ -9761,7 +9933,7 @@
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 		</layer>
-		<layer id="581" name="__module.encoder.down_blocks.3.1.attn/aten::movedim/Transpose" type="Transpose" version="opset1">
+		<layer id="593" name="__module.encoder.down_blocks.3.1.attn/aten::movedim/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -9782,19 +9954,19 @@
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 			</output>
 		</layer>
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-			<data element_type="i4" shape="512, 512" offset="20271848" size="131072" />
+		<layer id="594" name="self.encoder.down_blocks.3.1.attn.to_q.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="512, 512" offset="20272872" size="131072" />
 			<output>
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+				<port id="0" precision="U4">
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 					<dim>512</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="583" name="Convert_3175488" type="Convert" version="opset1">
+		<layer id="595" name="Convert_2843859" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>512</dim>
 					<dim>512</dim>
 				</port>
@@ -9806,8 +9978,51 @@
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="512, 1" offset="20402920" size="1024" />
+		<layer id="596" name="self.encoder.down_blocks.3.1.attn.to_q.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="512, 1" offset="20403944" size="256" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="597" name="Convert_2843862" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="598" name="self.encoder.down_blocks.3.1.attn.to_q.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>512</dim>
+					<dim>512</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>512</dim>
+					<dim>512</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="599" name="self.encoder.down_blocks.3.1.attn.to_q.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="512, 1" offset="20404200" size="1024" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>512</dim>
@@ -9815,7 +10030,7 @@
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 			</output>
 		</layer>
-		<layer id="585" name="self.encoder.down_blocks.3.1.attn.to_q.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -9834,7 +10049,7 @@
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 		</layer>
-		<layer id="586" name="__module.encoder.down_blocks.3.1.attn.to_q/ov_ext::linear/Convert" type="Convert" version="opset1">
+		<layer id="601" name="__module.encoder.down_blocks.3.1.attn.to_q/ov_ext::linear/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<rt_info>
 				<attribute name="decompression" version="0" />
@@ -9852,7 +10067,7 @@
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 		</layer>
-		<layer id="587" name="__module.encoder.down_blocks.3.1.attn.to_q/ov_ext::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="602" name="__module.encoder.down_blocks.3.1.attn.to_q/ov_ext::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9875,19 +10090,19 @@
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 			</output>
 		</layer>
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-			<data element_type="i4" shape="512, 512" offset="20403944" size="131072" />
+		<layer id="603" name="self.encoder.down_blocks.3.1.attn.to_k.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="512, 512" offset="20405224" size="131072" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>512</dim>
 					<dim>512</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="589" name="Convert_3170632" type="Convert" version="opset1">
+		<layer id="604" name="Convert_2839615" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>512</dim>
 					<dim>512</dim>
 				</port>
@@ -9899,8 +10114,51 @@
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 			</output>
 		</layer>
-		<layer id="590" name="self.encoder.down_blocks.3.1.attn.to_k.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="512, 1" offset="20535016" size="1024" />
+		<layer id="605" name="self.encoder.down_blocks.3.1.attn.to_k.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="512, 1" offset="20536296" size="256" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="606" name="Convert_2839618" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="607" name="self.encoder.down_blocks.3.1.attn.to_k.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>512</dim>
+					<dim>512</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>512</dim>
+					<dim>512</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="608" name="self.encoder.down_blocks.3.1.attn.to_k.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="512, 1" offset="20536552" size="1024" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>512</dim>
@@ -9908,7 +10166,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="591" name="self.encoder.down_blocks.3.1.attn.to_k.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="609" name="self.encoder.down_blocks.3.1.attn.to_k.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -9927,7 +10185,7 @@
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 			</output>
 		</layer>
-		<layer id="592" name="__module.encoder.down_blocks.3.1.attn.to_k/ov_ext::linear/Convert" type="Convert" version="opset1">
+		<layer id="610" name="__module.encoder.down_blocks.3.1.attn.to_k/ov_ext::linear/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<rt_info>
 				<attribute name="decompression" version="0" />
@@ -9945,7 +10203,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="593" name="__module.encoder.down_blocks.3.1.attn.to_k/ov_ext::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="611" name="__module.encoder.down_blocks.3.1.attn.to_k/ov_ext::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9968,32 +10226,75 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="594" name="self.encoder.down_blocks.3.1.attn.to_v.weight" type="Const" version="opset1">
-			<data element_type="i4" shape="512, 512" offset="20536040" size="131072" />
+		<layer id="612" name="self.encoder.down_blocks.3.1.attn.to_v.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="512, 512" offset="20537576" size="131072" />
 			<output>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>512</dim>
 					<dim>512</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="595" name="Convert_3165776" type="Convert" version="opset1">
+		<layer id="613" name="Convert_2835371" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
+					<dim>512</dim>
+					<dim>512</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>512</dim>
+					<dim>512</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="614" name="self.encoder.down_blocks.3.1.attn.to_v.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="512, 1" offset="20668648" size="256" />
+			<output>
+				<port id="0" precision="U4">
 					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="615" name="Convert_2835374" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
 					<dim>512</dim>
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="616" name="self.encoder.down_blocks.3.1.attn.to_v.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>512</dim>
+					<dim>512</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
 					<dim>512</dim>
 					<dim>512</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="596" name="self.encoder.down_blocks.3.1.attn.to_v.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="512, 1" offset="20667112" size="1024" />
+		<layer id="617" name="self.encoder.down_blocks.3.1.attn.to_v.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="512, 1" offset="20668904" size="1024" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>512</dim>
@@ -10001,7 +10302,7 @@
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 			</output>
 		</layer>
-		<layer id="597" name="self.encoder.down_blocks.3.1.attn.to_v.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="618" name="self.encoder.down_blocks.3.1.attn.to_v.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -10020,7 +10321,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="598" name="__module.encoder.down_blocks.3.1.attn.to_v/ov_ext::linear/Convert" type="Convert" version="opset1">
+		<layer id="619" name="__module.encoder.down_blocks.3.1.attn.to_v/ov_ext::linear/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<rt_info>
 				<attribute name="decompression" version="0" />
@@ -10038,7 +10339,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="599" name="__module.encoder.down_blocks.3.1.attn.to_v/ov_ext::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="620" name="__module.encoder.down_blocks.3.1.attn.to_v/ov_ext::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10061,7 +10362,7 @@
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 			</output>
 		</layer>
-		<layer id="600" name="__module.encoder.down_blocks.3.1.attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="621" name="__module.encoder.down_blocks.3.1.attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="3" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10092,7 +10393,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="601" name="ScatterElementsUpdate_226315" type="Const" version="opset1">
+		<layer id="622" name="ScatterElementsUpdate_226315" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="301604" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -10100,7 +10401,7 @@
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 			</output>
 		</layer>
-		<layer id="602" name="__module.encoder.down_blocks.3.1.attn/aten::movedim/Transpose_1" type="Transpose" version="opset1">
+		<layer id="623" name="__module.encoder.down_blocks.3.1.attn/aten::movedim/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -10121,8 +10422,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="603" name="__module.encoder.down_blocks.3.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape" type="Const" version="opset1">
-			<data element_type="u8" shape="1536, 1, 1, 5, 5" offset="20668136" size="38400" />
+		<layer id="624" name="__module.encoder.down_blocks.3.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="u8" shape="1536, 1, 1, 5, 5" offset="20669928" size="38400" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>1536</dim>
@@ -10133,7 +10434,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="604" name="Convert_3322522" type="Convert" version="opset1">
+		<layer id="625" name="Convert_2971070" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -10154,8 +10455,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="605" name="__module.encoder.down_blocks.3.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="1536, 1, 1, 1, 1" offset="20706536" size="1536" />
+		<layer id="626" name="__module.encoder.down_blocks.3.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1536, 1, 1, 1, 1" offset="20708328" size="1536" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>1536</dim>
@@ -10166,7 +10467,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="606" name="Convert_3322525" type="Convert" version="opset1">
+		<layer id="627" name="Convert_2971073" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -10187,7 +10488,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="607" name="__module.encoder.down_blocks.3.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="628" name="__module.encoder.down_blocks.3.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -10215,8 +10516,8 @@
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 			</output>
 		</layer>
-		<layer id="608" name="__module.encoder.down_blocks.3.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1536, 1, 1, 1, 1" offset="20708072" size="3072" />
+		<layer id="629" name="__module.encoder.down_blocks.3.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1536, 1, 1, 1, 1" offset="20709864" size="3072" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1536</dim>
@@ -10227,7 +10528,7 @@
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 			</output>
 		</layer>
-		<layer id="609" name="__module.encoder.down_blocks.3.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="630" name="__module.encoder.down_blocks.3.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -10255,7 +10556,7 @@
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 			</output>
 		</layer>
-		<layer id="610" name="__module.encoder.down_blocks.3.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="631" name="__module.encoder.down_blocks.3.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -10276,7 +10577,7 @@
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 			</output>
 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
@@ -10302,8 +10603,8 @@
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-			<data element_type="u8" shape="48, 32, 32, 1, 1" offset="20711144" size="49152" />
+		<layer id="633" name="__module.encoder.down_blocks.3.1.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="u8" shape="48, 32, 32, 1, 1" offset="20712936" size="49152" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>48</dim>
@@ -10314,7 +10615,7 @@
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 			</output>
 		</layer>
-		<layer id="613" name="Convert_3307803" type="Convert" version="opset1">
+		<layer id="634" name="Convert_2958350" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -10335,8 +10636,8 @@
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 			</output>
 		</layer>
-		<layer id="614" name="__module.encoder.down_blocks.3.1.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="48, 32, 1, 1, 1" offset="20760296" size="1536" />
+		<layer id="635" name="__module.encoder.down_blocks.3.1.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U8">
 					<dim>48</dim>
@@ -10347,7 +10648,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="615" name="Convert_3307806" type="Convert" version="opset1">
+		<layer id="636" name="Convert_2958353" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -10368,7 +10669,7 @@
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 			</output>
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+		<layer id="637" name="__module.encoder.down_blocks.3.1.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -10396,8 +10697,8 @@
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 		</layer>
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-			<data element_type="f16" shape="48, 32, 1, 1, 1" offset="20761832" size="3072" />
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>48</dim>
@@ -10408,7 +10709,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -10436,7 +10737,7 @@
 				</port>
 			</output>
 		</layer>
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+		<layer id="640" name="__module.encoder.down_blocks.3.1.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -10457,7 +10758,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="620" name="__module.encoder.down_blocks.3.1.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
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 			<data strides="1, 1" pads_begin="0, 0" pads_end="0, 0" dilations="1, 1" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10483,7 +10784,7 @@
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 			</output>
 		</layer>
-		<layer id="621" name="__module.encoder.down_blocks.3.1.attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="642" name="__module.encoder.down_blocks.3.1.attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10508,7 +10809,7 @@
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 			</output>
 		</layer>
-		<layer id="622" name="Constant_226497" type="Const" version="opset1">
+		<layer id="643" name="Constant_226497" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -10516,15 +10817,15 @@
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 			</output>
 		</layer>
-		<layer id="623" name="Constant_226498" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="16758936" size="8" />
+		<layer id="644" name="Constant_226498" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="16759704" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="624" name="ShapeOf_295521" type="ShapeOf" version="opset3">
+		<layer id="645" name="ShapeOf_295521" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10540,7 +10841,7 @@
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 			</output>
 		</layer>
-		<layer id="625" name="Constant_295522" type="Const" version="opset1">
+		<layer id="646" name="Constant_295522" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895560" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -10548,13 +10849,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="626" name="Constant_295523" type="Const" version="opset1">
+		<layer id="647" name="Constant_295523" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="627" name="Gather_295524" type="Gather" version="opset8">
+		<layer id="648" name="Gather_295524" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -10571,7 +10872,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="628" name="Constant_295526" type="Const" version="opset1">
+		<layer id="649" name="Constant_295526" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895580" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -10579,13 +10880,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="629" name="Constant_295527" type="Const" version="opset1">
+		<layer id="650" name="Constant_295527" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="630" name="Gather_295528" type="Gather" version="opset8">
+		<layer id="651" name="Gather_295528" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -10602,7 +10903,7 @@
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 			</output>
 		</layer>
-		<layer id="631" name="__module.encoder.down_blocks.3.1.attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="652" name="__module.encoder.down_blocks.3.1.attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -10618,7 +10919,7 @@
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 			</output>
 		</layer>
-		<layer id="632" name="__module.encoder.down_blocks.3.1.attn/prim::ListConstruct" type="Concat" version="opset1">
+		<layer id="653" name="__module.encoder.down_blocks.3.1.attn/prim::ListConstruct" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -10640,7 +10941,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="633" name="__module.encoder.down_blocks.3.1.attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="654" name="__module.encoder.down_blocks.3.1.attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10662,7 +10963,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="634" name="__module.encoder.down_blocks.3.1.attn/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="655" name="__module.encoder.down_blocks.3.1.attn/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10678,7 +10979,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="635" name="Constant_242898" type="Const" version="opset1">
+		<layer id="656" name="Constant_242898" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895556" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -10686,7 +10987,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="636" name="__module.encoder.down_blocks.3.1.attn/prim::ListUnpack/Gather" type="Gather" version="opset8">
+		<layer id="657" name="__module.encoder.down_blocks.3.1.attn/prim::ListUnpack/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -10701,7 +11002,7 @@
 				<port id="3" precision="I32" />
 			</output>
 		</layer>
-		<layer id="637" name="__module.encoder.down_blocks.3.1.attn/prim::ListUnpack/Divide" type="Divide" version="opset1">
+		<layer id="658" name="__module.encoder.down_blocks.3.1.attn/prim::ListUnpack/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -10711,7 +11012,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="638" name="__module.encoder.down_blocks.3.1.attn/prim::ListUnpack/Mod" type="Mod" version="opset1">
+		<layer id="659" name="__module.encoder.down_blocks.3.1.attn/prim::ListUnpack/Mod" type="Mod" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -10721,7 +11022,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="639" name="__module.encoder.down_blocks.3.1.attn/prim::ListUnpack/Greater" type="Greater" version="opset1">
+		<layer id="660" name="__module.encoder.down_blocks.3.1.attn/prim::ListUnpack/Greater" type="Greater" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -10735,7 +11036,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="640" name="__module.encoder.down_blocks.3.1.attn/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
+		<layer id="661" name="__module.encoder.down_blocks.3.1.attn/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
 			<data destination_type="i32" />
 			<input>
 				<port id="0" precision="BOOL">
@@ -10748,7 +11049,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="641" name="__module.encoder.down_blocks.3.1.attn/prim::ListUnpack/Add" type="Add" version="opset1">
+		<layer id="662" name="__module.encoder.down_blocks.3.1.attn/prim::ListUnpack/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -10762,7 +11063,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="642" name="Constant_242907" type="Const" version="opset1">
+		<layer id="663" name="Constant_242907" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895576" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -10770,7 +11071,7 @@
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 			</output>
 		</layer>
-		<layer id="643" name="__module.encoder.down_blocks.3.1.attn/prim::ListUnpack/Broadcast" type="Broadcast" version="opset3">
+		<layer id="664" name="__module.encoder.down_blocks.3.1.attn/prim::ListUnpack/Broadcast" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="I32">
@@ -10786,7 +11087,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="644" name="Constant_242899" type="Const" version="opset1">
+		<layer id="665" name="Constant_242899" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895540" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -10794,7 +11095,7 @@
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 			</output>
 		</layer>
-		<layer id="645" name="__module.encoder.down_blocks.3.1.attn/prim::ListUnpack/Concat" type="Concat" version="opset1">
+		<layer id="666" name="__module.encoder.down_blocks.3.1.attn/prim::ListUnpack/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -10810,7 +11111,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="646" name="__module.encoder.down_blocks.3.1.attn/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
+		<layer id="667" name="__module.encoder.down_blocks.3.1.attn/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -10844,23 +11145,23 @@
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 			</output>
 		</layer>
-		<layer id="647" name="__module.encoder.down_blocks.3.1.attn/aten::pad/Concat" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="16758948" size="16" />
+		<layer id="668" name="__module.encoder.down_blocks.3.1.attn/aten::pad/Concat" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="16759716" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="648" name="__module.encoder.down_blocks.3.1.attn/aten::pad/Concat_1" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="16758964" size="16" />
+		<layer id="669" name="__module.encoder.down_blocks.3.1.attn/aten::pad/Concat_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="16759732" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="649" name="__module.encoder.down_blocks.3.1.attn/aten::pad/Pad" type="Pad" version="opset1">
+		<layer id="670" name="__module.encoder.down_blocks.3.1.attn/aten::pad/Pad" type="Pad" version="opset1">
 			<data pad_mode="constant" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10886,7 +11187,7 @@
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 			</output>
 		</layer>
-		<layer id="650" name="__module.encoder.down_blocks.3.1.attn.nonlinearity/aten::relu/Relu" type="ReLU" version="opset1">
+		<layer id="671" name="__module.encoder.down_blocks.3.1.attn.nonlinearity/aten::relu/Relu" type="ReLU" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -10904,7 +11205,7 @@
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 			</output>
 		</layer>
-		<layer id="651" name="__module.encoder.down_blocks.3.1.attn/aten::matmul/MatMul" type="MatMul" version="opset1">
+		<layer id="672" name="__module.encoder.down_blocks.3.1.attn/aten::matmul/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10929,7 +11230,7 @@
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 			</output>
 		</layer>
-		<layer id="652" name="__module.encoder.down_blocks.3.1.attn.nonlinearity/aten::relu/Relu_1" type="ReLU" version="opset1">
+		<layer id="673" name="__module.encoder.down_blocks.3.1.attn.nonlinearity/aten::relu/Relu_1" type="ReLU" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -10947,7 +11248,7 @@
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 			</output>
 		</layer>
-		<layer id="653" name="__module.encoder.down_blocks.3.1.attn/aten::matmul/MatMul_1" type="MatMul" version="opset1">
+		<layer id="674" name="__module.encoder.down_blocks.3.1.attn/aten::matmul/MatMul_1" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10972,7 +11273,7 @@
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 			</output>
 		</layer>
-		<layer id="654" name="Constant_226770" type="Const" version="opset1">
+		<layer id="675" name="Constant_226770" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -10980,7 +11281,7 @@
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 			</output>
 		</layer>
-		<layer id="655" name="Constant_226772" type="Const" version="opset1">
+		<layer id="676" name="Constant_226772" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -10988,15 +11289,15 @@
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 			</output>
 		</layer>
-		<layer id="656" name="Constant_226774" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="16758980" size="8" />
+		<layer id="677" name="Constant_226774" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="16759748" size="8" />
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-			<data element_type="u8" shape="4096, 1, 1, 1" offset="23129320" size="4096" />
+		<layer id="724" name="self.encoder.down_blocks.3.1.conv_out.conv_inverted.weight/zero_point" type="Const" version="opset1">
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 				<port id="0" precision="U8">
 					<dim>4096</dim>
@@ -11707,7 +12051,7 @@
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-		<layer id="701" name="Convert_2961140" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U8">
@@ -11726,7 +12070,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP16">
@@ -11751,8 +12095,8 @@
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-			<data element_type="f16" shape="4096, 1, 1, 1" offset="23133416" size="8192" />
+		<layer id="727" name="self.encoder.down_blocks.3.1.conv_out.conv_inverted.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 1, 1, 1" offset="23135464" size="8192" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -11762,7 +12106,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -11787,7 +12131,7 @@
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+		<layer id="729" name="self.encoder.down_blocks.3.1.conv_out.conv_inverted.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
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 				<port id="0" precision="FP16">
@@ -11806,7 +12150,7 @@
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@@ -11831,8 +12175,8 @@
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-			<data element_type="f32" shape="1, 4096, 1, 1" offset="23141608" size="16384" />
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 				<port id="0" precision="FP32">
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@@ -11842,7 +12186,7 @@
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 				<port id="0" precision="FP32">
@@ -11867,7 +12211,7 @@
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-		<layer id="709" name="__module.encoder.down_blocks.3.1.conv_out.nonlinearity/aten::silu/Swish" type="Swish" version="opset4">
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 				<port id="0" precision="FP32">
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@@ -11885,8 +12229,8 @@
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-			<data element_type="u8" shape="4096, 1, 1, 3, 3" offset="23157992" size="36864" />
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 				<port id="0" precision="U8">
 					<dim>4096</dim>
@@ -11897,7 +12241,7 @@
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-		<layer id="711" name="Convert_3337258" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -11918,8 +12262,8 @@
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-			<data element_type="u8" shape="4096, 1, 1, 1, 1" offset="23194856" size="4096" />
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 			<output>
 				<port id="0" precision="U8">
 					<dim>4096</dim>
@@ -11930,7 +12274,7 @@
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 			</output>
 		</layer>
-		<layer id="713" name="Convert_3337261" type="Convert" version="opset1">
+		<layer id="737" name="Convert_2983793" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -11951,7 +12295,7 @@
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+		<layer id="738" name="__module.encoder.down_blocks.3.1.conv_out.conv_depth/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -11979,8 +12323,8 @@
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-			<data element_type="f16" shape="4096, 1, 1, 1, 1" offset="23198952" size="8192" />
+		<layer id="739" name="__module.encoder.down_blocks.3.1.conv_out.conv_depth/aten::_convolution/Reshape/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 1, 1, 1, 1" offset="23201000" size="8192" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -11991,7 +12335,7 @@
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-		<layer id="716" name="__module.encoder.down_blocks.3.1.conv_out.conv_depth/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="740" name="__module.encoder.down_blocks.3.1.conv_out.conv_depth/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -12019,7 +12363,7 @@
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-		<layer id="717" name="__module.encoder.down_blocks.3.1.conv_out.conv_depth/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="741" name="__module.encoder.down_blocks.3.1.conv_out.conv_depth/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -12040,7 +12384,7 @@
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 		</layer>
-		<layer id="718" name="__module.encoder.down_blocks.3.1.conv_out.conv_depth/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
+		<layer id="742" name="__module.encoder.down_blocks.3.1.conv_out.conv_depth/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
 			<data strides="1, 1" pads_begin="1, 1" pads_end="1, 1" dilations="1, 1" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12066,8 +12410,8 @@
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-		<layer id="719" name="__module.encoder.down_blocks.3.1.conv_out.conv_depth/aten::_convolution/Reshape_1" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 4096, 1, 1" offset="23207144" size="16384" />
+		<layer id="743" name="__module.encoder.down_blocks.3.1.conv_out.conv_depth/aten::_convolution/Reshape_1" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 4096, 1, 1" offset="23209192" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -12077,7 +12421,7 @@
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 		</layer>
-		<layer id="720" name="__module.encoder.down_blocks.3.1.conv_out.conv_depth/aten::_convolution/Add" type="Add" version="opset1">
+		<layer id="744" name="__module.encoder.down_blocks.3.1.conv_out.conv_depth/aten::_convolution/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12102,7 +12446,7 @@
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 		</layer>
-		<layer id="721" name="__module.encoder.down_blocks.3.1.conv_out/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
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 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12118,7 +12462,7 @@
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 			</output>
 		</layer>
-		<layer id="722" name="Constant_242970" type="Const" version="opset1">
+		<layer id="746" name="Constant_242970" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895556" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -12126,7 +12470,7 @@
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 			</output>
 		</layer>
-		<layer id="723" name="__module.encoder.down_blocks.3.1.conv_out/prim::ListUnpack/Gather" type="Gather" version="opset8">
+		<layer id="747" name="__module.encoder.down_blocks.3.1.conv_out/prim::ListUnpack/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -12141,7 +12485,7 @@
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 		</layer>
-		<layer id="724" name="__module.encoder.down_blocks.3.1.conv_out/prim::ListUnpack/Divide" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -12151,7 +12495,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="725" name="__module.encoder.down_blocks.3.1.conv_out/prim::ListUnpack/Mod" type="Mod" version="opset1">
+		<layer id="749" name="__module.encoder.down_blocks.3.1.conv_out/prim::ListUnpack/Mod" type="Mod" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -12161,7 +12505,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="726" name="__module.encoder.down_blocks.3.1.conv_out/prim::ListUnpack/Greater" type="Greater" version="opset1">
+		<layer id="750" name="__module.encoder.down_blocks.3.1.conv_out/prim::ListUnpack/Greater" type="Greater" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -12175,7 +12519,7 @@
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 			</output>
 		</layer>
-		<layer id="727" name="__module.encoder.down_blocks.3.1.conv_out/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
+		<layer id="751" name="__module.encoder.down_blocks.3.1.conv_out/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
 			<data destination_type="i32" />
 			<input>
 				<port id="0" precision="BOOL">
@@ -12188,7 +12532,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="728" name="__module.encoder.down_blocks.3.1.conv_out/prim::ListUnpack/Add" type="Add" version="opset1">
+		<layer id="752" name="__module.encoder.down_blocks.3.1.conv_out/prim::ListUnpack/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -12202,7 +12546,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="729" name="Constant_242971" type="Const" version="opset1">
+		<layer id="753" name="Constant_242971" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895540" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -12210,7 +12554,7 @@
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 			</output>
 		</layer>
-		<layer id="730" name="__module.encoder.down_blocks.3.1.conv_out/prim::ListUnpack/Concat" type="Concat" version="opset1">
+		<layer id="754" name="__module.encoder.down_blocks.3.1.conv_out/prim::ListUnpack/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -12226,7 +12570,7 @@
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 			</output>
 		</layer>
-		<layer id="731" name="__module.encoder.down_blocks.3.1.conv_out/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
+		<layer id="755" name="__module.encoder.down_blocks.3.1.conv_out/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -12254,7 +12598,7 @@
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 			</output>
 		</layer>
-		<layer id="732" name="__module.encoder.down_blocks.3.1.conv_out.nonlinearity/aten::silu/Swish_1" type="Swish" version="opset4">
+		<layer id="756" name="__module.encoder.down_blocks.3.1.conv_out.nonlinearity/aten::silu/Swish_1" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -12272,7 +12616,7 @@
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 			</output>
 		</layer>
-		<layer id="733" name="__module.encoder.down_blocks.3.1.conv_out/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="757" name="__module.encoder.down_blocks.3.1.conv_out/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12297,8 +12641,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="512, 2048, 1, 1" offset="23223528" size="1048576" />
+		<layer id="758" name="self.encoder.down_blocks.3.1.conv_out.conv_point.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="512, 2048, 1, 1" offset="23225576" size="1048576" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>512</dim>
@@ -12308,7 +12652,7 @@
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 			</output>
 		</layer>
-		<layer id="735" name="Convert_3010004" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -12327,8 +12671,8 @@
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 		</layer>
-		<layer id="736" name="self.encoder.down_blocks.3.1.conv_out.conv_point.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="512, 1, 1, 1" offset="24272104" size="512" />
+		<layer id="760" name="self.encoder.down_blocks.3.1.conv_out.conv_point.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="512, 1, 1, 1" offset="24274152" size="512" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>512</dim>
@@ -12338,7 +12682,7 @@
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 			</output>
 		</layer>
-		<layer id="737" name="Convert_3010007" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -12357,7 +12701,7 @@
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 		</layer>
-		<layer id="738" name="self.encoder.down_blocks.3.1.conv_out.conv_point.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -12382,8 +12726,8 @@
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-		<layer id="739" name="self.encoder.down_blocks.3.1.conv_out.conv_point.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="512, 1, 1, 1" offset="24272616" size="1024" />
+		<layer id="763" name="self.encoder.down_blocks.3.1.conv_out.conv_point.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="512, 1, 1, 1" offset="24274664" size="1024" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>512</dim>
@@ -12393,7 +12737,7 @@
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 		</layer>
-		<layer id="740" name="self.encoder.down_blocks.3.1.conv_out.conv_point.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="764" name="self.encoder.down_blocks.3.1.conv_out.conv_point.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -12418,7 +12762,7 @@
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 			</output>
 		</layer>
-		<layer id="741" name="self.encoder.down_blocks.3.1.conv_out.conv_point.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="765" name="self.encoder.down_blocks.3.1.conv_out.conv_point.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -12437,7 +12781,7 @@
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+		<layer id="779" name="Constant_292608" type="Const" version="opset1">
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@@ -12744,7 +13088,7 @@
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@@ -12806,7 +13150,7 @@
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@@ -12827,19 +13171,19 @@
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-		<layer id="765" name="Convert_3190056" type="Convert" version="opset1">
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 			<input>
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@@ -12851,16 +13195,59 @@
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-			<data element_type="f16" shape="512, 1" offset="24408808" size="1024" />
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+			<data element_type="u4" shape="512, 1" offset="24410856" size="256" />
 			<output>
+				<port id="0" precision="U4">
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+					<dim>1</dim>
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+		</layer>
+		<layer id="791" name="Convert_2856594" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>512</dim>
+					<dim>1</dim>
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+					<dim>1</dim>
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+		<layer id="792" name="self.encoder.down_blocks.3.2.attn.to_q.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
 				<port id="0" precision="FP16">
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+					<dim>512</dim>
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+			<data element_type="f16" shape="512, 1" offset="24411112" size="1024" />
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+				<port id="0" precision="FP16">
+					<dim>512</dim>
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@@ -12879,7 +13266,7 @@
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 			<data destination_type="f32" />
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@@ -12897,7 +13284,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -12920,19 +13307,19 @@
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 					<dim>512</dim>
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-		<layer id="771" name="Convert_3185200" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
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@@ -12944,8 +13331,51 @@
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-			<data element_type="f16" shape="512, 1" offset="24540904" size="1024" />
+		<layer id="799" name="self.encoder.down_blocks.3.2.attn.to_k.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="512, 1" offset="24543208" size="256" />
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+				<port id="0" precision="U4">
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+					<dim>1</dim>
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+		<layer id="800" name="Convert_2852350" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>512</dim>
+					<dim>1</dim>
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+				<port id="1" precision="FP16">
+					<dim>512</dim>
+					<dim>1</dim>
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+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
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+					<dim>512</dim>
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+					<dim>512</dim>
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 				<port id="0" precision="FP16">
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 			<input>
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@@ -13037,8 +13467,51 @@
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+			<output>
+				<port id="1" precision="FP16">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="810" name="self.encoder.down_blocks.3.2.attn.to_v.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>512</dim>
+					<dim>512</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>512</dim>
+					<dim>512</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="811" name="self.encoder.down_blocks.3.2.attn.to_v.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="512, 1" offset="24675816" size="1024" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>512</dim>
@@ -13046,7 +13519,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="779" name="self.encoder.down_blocks.3.2.attn.to_v.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="812" name="self.encoder.down_blocks.3.2.attn.to_v.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -13065,7 +13538,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="780" name="__module.encoder.down_blocks.3.2.attn.to_v/ov_ext::linear/Convert" type="Convert" version="opset1">
+		<layer id="813" name="__module.encoder.down_blocks.3.2.attn.to_v/ov_ext::linear/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<rt_info>
 				<attribute name="decompression" version="0" />
@@ -13083,7 +13556,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="781" name="__module.encoder.down_blocks.3.2.attn.to_v/ov_ext::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="814" name="__module.encoder.down_blocks.3.2.attn.to_v/ov_ext::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13106,7 +13579,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="782" name="__module.encoder.down_blocks.3.2.attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="815" name="__module.encoder.down_blocks.3.2.attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="3" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13137,7 +13610,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="783" name="ScatterElementsUpdate_227765" type="Const" version="opset1">
+		<layer id="816" name="ScatterElementsUpdate_227765" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="301604" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -13145,7 +13618,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="784" name="__module.encoder.down_blocks.3.2.attn/aten::movedim/Transpose_1" type="Transpose" version="opset1">
+		<layer id="817" name="__module.encoder.down_blocks.3.2.attn/aten::movedim/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -13166,8 +13639,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="785" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape" type="Const" version="opset1">
-			<data element_type="u8" shape="1536, 1, 1, 5, 5" offset="24674024" size="38400" />
+		<layer id="818" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="u8" shape="1536, 1, 1, 5, 5" offset="24676840" size="38400" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>1536</dim>
@@ -13178,7 +13651,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="786" name="Convert_3327434" type="Convert" version="opset1">
+		<layer id="819" name="Convert_2975310" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -13199,8 +13672,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="787" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="1536, 1, 1, 1, 1" offset="24712424" size="1536" />
+		<layer id="820" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1536, 1, 1, 1, 1" offset="24715240" size="1536" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>1536</dim>
@@ -13211,7 +13684,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="788" name="Convert_3327437" type="Convert" version="opset1">
+		<layer id="821" name="Convert_2975313" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -13232,7 +13705,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="789" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="822" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -13260,8 +13733,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="790" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1536, 1, 1, 1, 1" offset="24713960" size="3072" />
+		<layer id="823" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1536, 1, 1, 1, 1" offset="24716776" size="3072" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1536</dim>
@@ -13272,7 +13745,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="791" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="824" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -13300,7 +13773,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="792" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="825" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -13321,7 +13794,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="793" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
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 			<data strides="1, 1" pads_begin="2, 2" pads_end="2, 2" dilations="1, 1" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13347,8 +13820,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="794" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape" type="Const" version="opset1">
-			<data element_type="u8" shape="48, 32, 32, 1, 1" offset="24717032" size="49152" />
+		<layer id="827" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="u8" shape="48, 32, 32, 1, 1" offset="24719848" size="49152" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>48</dim>
@@ -13359,7 +13832,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="795" name="Convert_3312698" type="Convert" version="opset1">
+		<layer id="828" name="Convert_2962590" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -13380,8 +13853,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="796" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="48, 32, 1, 1, 1" offset="24766184" size="1536" />
+		<layer id="829" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="48, 32, 1, 1, 1" offset="24769000" size="1536" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>48</dim>
@@ -13392,7 +13865,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="797" name="Convert_3312701" type="Convert" version="opset1">
+		<layer id="830" name="Convert_2962593" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -13413,7 +13886,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="798" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="831" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -13441,8 +13914,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="799" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="48, 32, 1, 1, 1" offset="24767720" size="3072" />
+		<layer id="832" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="48, 32, 1, 1, 1" offset="24770536" size="3072" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>48</dim>
@@ -13453,7 +13926,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="800" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="833" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -13481,7 +13954,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="801" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="834" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -13502,7 +13975,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="802" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
+		<layer id="835" name="__module.encoder.down_blocks.3.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
 			<data strides="1, 1" pads_begin="0, 0" pads_end="0, 0" dilations="1, 1" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13528,7 +14001,7 @@
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 			</output>
 		</layer>
-		<layer id="803" name="__module.encoder.down_blocks.3.2.attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="836" name="__module.encoder.down_blocks.3.2.attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13553,7 +14026,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="804" name="Constant_227947" type="Const" version="opset1">
+		<layer id="837" name="Constant_227947" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -13561,15 +14034,15 @@
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 			</output>
 		</layer>
-		<layer id="805" name="Constant_227948" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="16758936" size="8" />
+		<layer id="838" name="Constant_227948" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="16759704" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="806" name="ShapeOf_295548" type="ShapeOf" version="opset3">
+		<layer id="839" name="ShapeOf_295548" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13585,7 +14058,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="807" name="Constant_295549" type="Const" version="opset1">
+		<layer id="840" name="Constant_295549" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895560" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -13593,13 +14066,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="808" name="Constant_295550" type="Const" version="opset1">
+		<layer id="841" name="Constant_295550" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="809" name="Gather_295551" type="Gather" version="opset8">
+		<layer id="842" name="Gather_295551" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -13616,7 +14089,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="810" name="Constant_295553" type="Const" version="opset1">
+		<layer id="843" name="Constant_295553" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895580" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -13624,13 +14097,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="811" name="Constant_295554" type="Const" version="opset1">
+		<layer id="844" name="Constant_295554" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="812" name="Gather_295555" type="Gather" version="opset8">
+		<layer id="845" name="Gather_295555" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -13647,7 +14120,7 @@
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 			</output>
 		</layer>
-		<layer id="813" name="__module.encoder.down_blocks.3.2.attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="846" name="__module.encoder.down_blocks.3.2.attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -13663,7 +14136,7 @@
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 			</output>
 		</layer>
-		<layer id="814" name="__module.encoder.down_blocks.3.2.attn/prim::ListConstruct" type="Concat" version="opset1">
+		<layer id="847" name="__module.encoder.down_blocks.3.2.attn/prim::ListConstruct" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -13685,7 +14158,7 @@
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 			</output>
 		</layer>
-		<layer id="815" name="__module.encoder.down_blocks.3.2.attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="848" name="__module.encoder.down_blocks.3.2.attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13707,7 +14180,7 @@
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 			</output>
 		</layer>
-		<layer id="816" name="__module.encoder.down_blocks.3.2.attn/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="849" name="__module.encoder.down_blocks.3.2.attn/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13723,7 +14196,7 @@
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 			</output>
 		</layer>
-		<layer id="817" name="Constant_243042" type="Const" version="opset1">
+		<layer id="850" name="Constant_243042" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895556" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -13731,7 +14204,7 @@
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 			</output>
 		</layer>
-		<layer id="818" name="__module.encoder.down_blocks.3.2.attn/prim::ListUnpack/Gather" type="Gather" version="opset8">
+		<layer id="851" name="__module.encoder.down_blocks.3.2.attn/prim::ListUnpack/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -13746,7 +14219,7 @@
 				<port id="3" precision="I32" />
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 		</layer>
-		<layer id="819" name="__module.encoder.down_blocks.3.2.attn/prim::ListUnpack/Divide" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -13756,7 +14229,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="820" name="__module.encoder.down_blocks.3.2.attn/prim::ListUnpack/Mod" type="Mod" version="opset1">
+		<layer id="853" name="__module.encoder.down_blocks.3.2.attn/prim::ListUnpack/Mod" type="Mod" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -13766,7 +14239,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="821" name="__module.encoder.down_blocks.3.2.attn/prim::ListUnpack/Greater" type="Greater" version="opset1">
+		<layer id="854" name="__module.encoder.down_blocks.3.2.attn/prim::ListUnpack/Greater" type="Greater" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -13780,7 +14253,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="822" name="__module.encoder.down_blocks.3.2.attn/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
+		<layer id="855" name="__module.encoder.down_blocks.3.2.attn/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
 			<data destination_type="i32" />
 			<input>
 				<port id="0" precision="BOOL">
@@ -13793,7 +14266,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="823" name="__module.encoder.down_blocks.3.2.attn/prim::ListUnpack/Add" type="Add" version="opset1">
+		<layer id="856" name="__module.encoder.down_blocks.3.2.attn/prim::ListUnpack/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -13807,7 +14280,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="824" name="Constant_243051" type="Const" version="opset1">
+		<layer id="857" name="Constant_243051" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895576" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -13815,7 +14288,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="825" name="__module.encoder.down_blocks.3.2.attn/prim::ListUnpack/Broadcast" type="Broadcast" version="opset3">
+		<layer id="858" name="__module.encoder.down_blocks.3.2.attn/prim::ListUnpack/Broadcast" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="I32">
@@ -13831,7 +14304,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="826" name="Constant_243043" type="Const" version="opset1">
+		<layer id="859" name="Constant_243043" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895540" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -13839,7 +14312,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="827" name="__module.encoder.down_blocks.3.2.attn/prim::ListUnpack/Concat" type="Concat" version="opset1">
+		<layer id="860" name="__module.encoder.down_blocks.3.2.attn/prim::ListUnpack/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -13855,7 +14328,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="828" name="__module.encoder.down_blocks.3.2.attn/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
+		<layer id="861" name="__module.encoder.down_blocks.3.2.attn/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -13889,23 +14362,23 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="829" name="__module.encoder.down_blocks.3.2.attn/aten::pad/Concat" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="16758948" size="16" />
+		<layer id="862" name="__module.encoder.down_blocks.3.2.attn/aten::pad/Concat" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="16759716" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="830" name="__module.encoder.down_blocks.3.2.attn/aten::pad/Concat_1" type="Const" version="opset1">
-			<data element_type="i32" shape="4" offset="16758964" size="16" />
+		<layer id="863" name="__module.encoder.down_blocks.3.2.attn/aten::pad/Concat_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="16759732" size="16" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="831" name="__module.encoder.down_blocks.3.2.attn/aten::pad/Pad" type="Pad" version="opset1">
+		<layer id="864" name="__module.encoder.down_blocks.3.2.attn/aten::pad/Pad" type="Pad" version="opset1">
 			<data pad_mode="constant" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13931,7 +14404,7 @@
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 			</output>
 		</layer>
-		<layer id="832" name="__module.encoder.down_blocks.3.2.attn.nonlinearity/aten::relu/Relu" type="ReLU" version="opset1">
+		<layer id="865" name="__module.encoder.down_blocks.3.2.attn.nonlinearity/aten::relu/Relu" type="ReLU" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -13949,7 +14422,7 @@
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 			</output>
 		</layer>
-		<layer id="833" name="__module.encoder.down_blocks.3.2.attn/aten::matmul/MatMul" type="MatMul" version="opset1">
+		<layer id="866" name="__module.encoder.down_blocks.3.2.attn/aten::matmul/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13974,7 +14447,7 @@
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 			</output>
 		</layer>
-		<layer id="834" name="__module.encoder.down_blocks.3.2.attn.nonlinearity/aten::relu/Relu_1" type="ReLU" version="opset1">
+		<layer id="867" name="__module.encoder.down_blocks.3.2.attn.nonlinearity/aten::relu/Relu_1" type="ReLU" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -13992,7 +14465,7 @@
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 			</output>
 		</layer>
-		<layer id="835" name="__module.encoder.down_blocks.3.2.attn/aten::matmul/MatMul_1" type="MatMul" version="opset1">
+		<layer id="868" name="__module.encoder.down_blocks.3.2.attn/aten::matmul/MatMul_1" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -14017,7 +14490,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="836" name="Constant_228220" type="Const" version="opset1">
+		<layer id="869" name="Constant_228220" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -14025,7 +14498,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="837" name="Constant_228222" type="Const" version="opset1">
+		<layer id="870" name="Constant_228222" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -14033,15 +14506,15 @@
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 			</output>
 		</layer>
-		<layer id="838" name="Constant_228224" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="16758980" size="8" />
+		<layer id="871" name="Constant_228224" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="16759748" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="839" name="Constant_228218" type="Const" version="opset1">
+		<layer id="872" name="Constant_228218" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895560" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -14049,7 +14522,7 @@
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 			</output>
 		</layer>
-		<layer id="840" name="__module.encoder.down_blocks.3.2.attn/aten::slice/Slice_2" type="Slice" version="opset8">
+		<layer id="873" name="__module.encoder.down_blocks.3.2.attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -14079,7 +14552,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="841" name="Constant_228250" type="Const" version="opset1">
+		<layer id="874" name="Constant_228250" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -14087,23 +14560,23 @@
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 			</output>
 		</layer>
-		<layer id="842" name="Constant_228252" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="16758988" size="8" />
+		<layer id="875" name="Constant_228252" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="16759756" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="843" name="Constant_228254" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="16758980" size="8" />
+		<layer id="876" name="Constant_228254" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="16759748" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="844" name="Constant_228248" type="Const" version="opset1">
+		<layer id="877" name="Constant_228248" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895560" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -14111,7 +14584,7 @@
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 			</output>
 		</layer>
-		<layer id="845" name="__module.encoder.down_blocks.3.2.attn/aten::slice/Slice_5" type="Slice" version="opset8">
+		<layer id="878" name="__module.encoder.down_blocks.3.2.attn/aten::slice/Slice_5" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -14141,8 +14614,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="846" name="Constant_292610" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="16758996" size="4" />
+		<layer id="879" name="Constant_292610" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="16759764" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -14152,7 +14625,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="847" name="__module.encoder.down_blocks.3.2.attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="880" name="__module.encoder.down_blocks.3.2.attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -14177,7 +14650,7 @@
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 			</output>
 		</layer>
-		<layer id="848" name="__module.encoder.down_blocks.3.2.attn/aten::div/Divide" type="Divide" version="opset1">
+		<layer id="881" name="__module.encoder.down_blocks.3.2.attn/aten::div/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -14202,7 +14675,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="849" name="Constant_228274" type="Const" version="opset1">
+		<layer id="882" name="Constant_228274" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -14210,21 +14683,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="850" name="Constant_288978" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="16759000" size="16" />
+		<layer id="883" name="Constant_288978" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="16759768" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="851" name="Constant_288979" type="Const" version="opset1">
+		<layer id="884" name="Constant_288979" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="852" name="Gather_288980" type="Gather" version="opset8">
+		<layer id="885" name="Gather_288980" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -14241,7 +14714,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="853" name="__module.encoder.down_blocks.3.2.attn/prim::ListConstruct_1" type="Concat" version="opset1">
+		<layer id="886" name="__module.encoder.down_blocks.3.2.attn/prim::ListConstruct_1" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -14260,7 +14733,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="854" name="__module.encoder.down_blocks.3.2.attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="887" name="__module.encoder.down_blocks.3.2.attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -14282,7 +14755,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="855" name="ScatterElementsUpdate_228348" type="Const" version="opset1">
+		<layer id="888" name="ScatterElementsUpdate_228348" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="300544" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -14290,7 +14763,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="856" name="__module.encoder.down_blocks.3.2.attn/aten::movedim/Transpose_2" type="Transpose" version="opset1">
+		<layer id="889" name="__module.encoder.down_blocks.3.2.attn/aten::movedim/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -14311,32 +14784,75 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="857" name="self.encoder.down_blocks.3.2.attn.to_out.weight" type="Const" version="opset1">
-			<data element_type="i4" shape="512, 1024" offset="24770792" size="262144" />
+		<layer id="890" name="self.encoder.down_blocks.3.2.attn.to_out.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="512, 1024" offset="24773608" size="262144" />
 			<output>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>512</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="858" name="Convert_3136528" type="Convert" version="opset1">
+		<layer id="891" name="Convert_2809915" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
+					<dim>512</dim>
+					<dim>1024</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
 					<dim>512</dim>
 					<dim>1024</dim>
 				</port>
+			</output>
+		</layer>
+		<layer id="892" name="self.encoder.down_blocks.3.2.attn.to_out.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="512, 1" offset="25035752" size="256" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="893" name="Convert_2809918" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="894" name="self.encoder.down_blocks.3.2.attn.to_out.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>512</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>512</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
 					<dim>512</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="859" name="self.encoder.down_blocks.3.2.attn.to_out.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="512, 1" offset="25032936" size="1024" />
+		<layer id="895" name="self.encoder.down_blocks.3.2.attn.to_out.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="512, 1" offset="25036008" size="1024" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>512</dim>
@@ -14344,7 +14860,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="860" name="self.encoder.down_blocks.3.2.attn.to_out.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="896" name="self.encoder.down_blocks.3.2.attn.to_out.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -14363,7 +14879,7 @@
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 			</output>
 		</layer>
-		<layer id="861" name="__module.encoder.down_blocks.3.2.attn.to_out/ov_ext::linear/Convert" type="Convert" version="opset1">
+		<layer id="897" name="__module.encoder.down_blocks.3.2.attn.to_out/ov_ext::linear/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<rt_info>
 				<attribute name="decompression" version="0" />
@@ -14381,7 +14897,7 @@
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 			</output>
 		</layer>
-		<layer id="862" name="__module.encoder.down_blocks.3.2.attn.to_out/ov_ext::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="898" name="__module.encoder.down_blocks.3.2.attn.to_out/ov_ext::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -14404,7 +14920,7 @@
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 		</layer>
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@@ -14415,7 +14931,7 @@
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 		</layer>
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+		<layer id="900" name="Constant_292611" type="Const" version="opset1">
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@@ -14426,7 +14942,7 @@
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@@ -14451,7 +14967,7 @@
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@@ -14459,7 +14975,7 @@
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@@ -14481,7 +14997,7 @@
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@@ -14492,7 +15008,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -14517,7 +15033,7 @@
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 				<port id="0" precision="FP32">
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@@ -14535,7 +15051,7 @@
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@@ -14585,8 +15101,8 @@
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@@ -14596,7 +15112,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -14621,8 +15137,8 @@
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+		<layer id="911" name="Constant_292615" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -14632,7 +15148,7 @@
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@@ -14657,7 +15173,7 @@
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@@ -14665,7 +15181,7 @@
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@@ -14686,7 +15202,7 @@
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@@ -14711,8 +15227,8 @@
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 				<port id="0" precision="U8">
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@@ -14722,7 +15238,7 @@
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 			<input>
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@@ -14741,8 +15257,8 @@
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-			<data element_type="u8" shape="4096, 1, 1, 1" offset="27135208" size="4096" />
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 				<port id="0" precision="U8">
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@@ -14752,7 +15268,7 @@
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 			<input>
 				<port id="0" precision="U8">
@@ -14771,7 +15287,7 @@
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 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP16">
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@@ -14807,7 +15323,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -14832,7 +15348,7 @@
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@@ -14851,7 +15367,7 @@
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 				<port id="0" precision="FP32">
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 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP32">
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@@ -14942,7 +15458,7 @@
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 			<input>
 				<port id="0" precision="U8">
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 				<port id="0" precision="U8">
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 			<input>
 				<port id="0" precision="U8">
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 				<port id="0" precision="FP16">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 			<input>
 				<port id="0" precision="FP16">
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 				<port id="0" precision="FP32">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -15186,7 +15702,7 @@
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 		</layer>
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 		</layer>
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@@ -15206,7 +15722,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -15220,7 +15736,7 @@
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@@ -15255,7 +15771,7 @@
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 			<input>
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@@ -15271,7 +15787,7 @@
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 				<port id="0" precision="FP32">
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@@ -15299,7 +15815,7 @@
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 				<port id="0" precision="FP32">
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@@ -15317,7 +15833,7 @@
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 				<port id="0" precision="FP32">
@@ -15342,8 +15858,8 @@
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 				<port id="0" precision="U8">
 					<dim>512</dim>
@@ -15353,7 +15869,7 @@
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -15372,8 +15888,8 @@
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-			<data element_type="u8" shape="512, 1, 1, 1" offset="28277992" size="512" />
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 				<port id="0" precision="U8">
 					<dim>512</dim>
@@ -15383,7 +15899,7 @@
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 			<input>
 				<port id="0" precision="U8">
@@ -15402,7 +15918,7 @@
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 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP16">
@@ -15427,8 +15943,8 @@
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 				<port id="0" precision="FP16">
 					<dim>512</dim>
@@ -15438,7 +15954,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -15463,7 +15979,7 @@
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -15482,7 +15998,7 @@
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@@ -15507,7 +16023,7 @@
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 			<data element_type="i32" shape="4" offset="300544" size="16" />
 			<output>
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@@ -15515,7 +16031,7 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -15536,7 +16052,7 @@
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 			<data element_type="f32" shape="1, 1, 1, 1" offset="300560" size="4" />
 			<output>
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@@ -15547,7 +16063,7 @@
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 			<data element_type="f32" shape="1, 1, 1, 1" offset="300564" size="4" />
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 				<port id="0" precision="FP32">
@@ -15558,7 +16074,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -15583,7 +16099,7 @@
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-		<layer id="930" name="Constant_228916" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="300568" size="8" />
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@@ -15591,7 +16107,7 @@
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 			<input>
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@@ -15613,7 +16129,7 @@
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-		<layer id="932" name="Constant_292617" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1, 1" offset="300576" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -15624,7 +16140,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -15649,7 +16165,7 @@
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -15667,7 +16183,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -15692,7 +16208,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -15717,8 +16233,8 @@
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+		<layer id="973" name="Constant_292619" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -15728,7 +16244,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -15753,8 +16269,8 @@
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+		<layer id="975" name="Constant_292620" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -15764,7 +16280,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -15789,7 +16305,7 @@
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 			<data element_type="i32" shape="4" offset="301604" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -15797,7 +16313,7 @@
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -15818,7 +16334,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -15843,8 +16359,8 @@
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 				<port id="0" precision="U8">
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@@ -15854,7 +16370,7 @@
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 			<input>
 				<port id="0" precision="U8">
@@ -15873,8 +16389,8 @@
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 				<port id="0" precision="U8">
 					<dim>1024</dim>
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
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 			<input>
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 			<input>
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@@ -16127,13 +16643,13 @@
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@@ -16150,7 +16666,7 @@
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@@ -16182,13 +16698,13 @@
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@@ -16205,7 +16721,7 @@
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@@ -16213,7 +16729,7 @@
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@@ -16257,7 +16773,7 @@
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 					<dim>-1</dim>
@@ -16314,7 +16830,7 @@
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 			<input>
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@@ -16330,7 +16846,7 @@
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 			<data axis="0" />
 			<input>
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@@ -16352,7 +16868,7 @@
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@@ -16384,7 +16900,7 @@
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 			<data element_type="i32" shape="1" offset="895624" size="4" />
 			<output>
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@@ -16400,7 +16916,7 @@
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@@ -16408,7 +16924,7 @@
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 			<output>
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@@ -16440,7 +16956,7 @@
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@@ -16459,7 +16975,7 @@
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 			<input>
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@@ -16482,7 +16998,7 @@
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 			<data element_type="i64" shape="1" offset="895560" size="8" />
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@@ -16490,7 +17006,7 @@
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 			<input>
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@@ -16513,7 +17029,7 @@
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@@ -16538,7 +17054,7 @@
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 			<output>
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@@ -16546,7 +17062,7 @@
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 				<port id="0" precision="FP32">
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@@ -16567,19 +17083,19 @@
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-					<dim>1024</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="997" name="self.encoder.down_blocks.4.0.attn.to_k.weight" type="Const" version="opset1">
-			<data element_type="i4" shape="1024, 1024" offset="33535720" size="524288" />
-			<output>
-				<port id="0" precision="I4">
-					<dim>1024</dim>
-					<dim>1024</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="998" name="Convert_3024616" type="Convert" version="opset1">
+		<layer id="1030" name="Convert_2716566" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
-					<dim>1024</dim>
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
-					<dim>1024</dim>
-					<dim>1024</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="999" name="self.encoder.down_blocks.4.0.attn.to_k.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1" offset="34060008" size="2048" />
-			<output>
-				<port id="0" precision="FP16">
 					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1000" name="self.encoder.down_blocks.4.0.attn.to_k.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1031" name="self.encoder.down_blocks.4.0.attn.to_q.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -16712,7 +17150,35 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1001" name="__module.encoder.down_blocks.4.0.attn.to_k/ov_ext::linear/Convert" type="Convert" version="opset1">
+		<layer id="1032" name="self.encoder.down_blocks.4.0.attn.to_q.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="33537256" size="2048" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1033" name="self.encoder.down_blocks.4.0.attn.to_q.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1034" name="__module.encoder.down_blocks.4.0.attn.to_q/ov_ext::linear/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<rt_info>
 				<attribute name="decompression" version="0" />
@@ -16730,7 +17196,143 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1002" name="__module.encoder.down_blocks.4.0.attn.to_k/ov_ext::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1035" name="__module.encoder.down_blocks.4.0.attn.to_q/ov_ext::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="723">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1036" name="self.encoder.down_blocks.4.0.attn.to_k.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1024" offset="33539304" size="524288" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1037" name="Convert_2712319" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1038" name="self.encoder.down_blocks.4.0.attn.to_k.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1" offset="34063592" size="512" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1039" name="Convert_2712322" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1040" name="self.encoder.down_blocks.4.0.attn.to_k.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1041" name="self.encoder.down_blocks.4.0.attn.to_k.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="34064104" size="2048" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1042" name="self.encoder.down_blocks.4.0.attn.to_k.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1043" name="__module.encoder.down_blocks.4.0.attn.to_k/ov_ext::linear/Convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1044" name="__module.encoder.down_blocks.4.0.attn.to_k/ov_ext::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16753,19 +17355,19 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1003" name="self.encoder.down_blocks.4.0.attn.to_v.weight" type="Const" version="opset1">
-			<data element_type="i4" shape="1024, 1024" offset="34062056" size="524288" />
+		<layer id="1045" name="self.encoder.down_blocks.4.0.attn.to_v.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1024" offset="34066152" size="524288" />
 			<output>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1004" name="Convert_3019760" type="Convert" version="opset1">
+		<layer id="1046" name="Convert_2708075" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
 					<dim>1024</dim>
 				</port>
@@ -16777,8 +17379,51 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1005" name="self.encoder.down_blocks.4.0.attn.to_v.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1" offset="34586344" size="2048" />
+		<layer id="1047" name="self.encoder.down_blocks.4.0.attn.to_v.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1" offset="34590440" size="512" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1048" name="Convert_2708078" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1049" name="self.encoder.down_blocks.4.0.attn.to_v.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1050" name="self.encoder.down_blocks.4.0.attn.to_v.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="34590952" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -16786,7 +17431,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1006" name="self.encoder.down_blocks.4.0.attn.to_v.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1051" name="self.encoder.down_blocks.4.0.attn.to_v.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -16805,7 +17450,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1007" name="__module.encoder.down_blocks.4.0.attn.to_v/ov_ext::linear/Convert" type="Convert" version="opset1">
+		<layer id="1052" name="__module.encoder.down_blocks.4.0.attn.to_v/ov_ext::linear/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<rt_info>
 				<attribute name="decompression" version="0" />
@@ -16823,7 +17468,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1008" name="__module.encoder.down_blocks.4.0.attn.to_v/ov_ext::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1053" name="__module.encoder.down_blocks.4.0.attn.to_v/ov_ext::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16846,7 +17491,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1009" name="__module.encoder.down_blocks.4.0.attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="1054" name="__module.encoder.down_blocks.4.0.attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="3" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16877,7 +17522,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1010" name="ScatterElementsUpdate_229497" type="Const" version="opset1">
+		<layer id="1055" name="ScatterElementsUpdate_229497" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="301604" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -16885,7 +17530,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1011" name="__module.encoder.down_blocks.4.0.attn/aten::movedim/Transpose_1" type="Transpose" version="opset1">
+		<layer id="1056" name="__module.encoder.down_blocks.4.0.attn/aten::movedim/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -16906,8 +17551,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1012" name="__module.encoder.down_blocks.4.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape" type="Const" version="opset1">
-			<data element_type="u8" shape="3072, 1, 1, 5, 5" offset="34588392" size="76800" />
+		<layer id="1057" name="__module.encoder.down_blocks.4.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="u8" shape="3072, 1, 1, 5, 5" offset="34593000" size="76800" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>3072</dim>
@@ -16918,7 +17563,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1013" name="Convert_3243981" type="Convert" version="opset1">
+		<layer id="1058" name="Convert_2903230" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -16939,8 +17584,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1014" name="__module.encoder.down_blocks.4.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="3072, 1, 1, 1, 1" offset="34665192" size="3072" />
+		<layer id="1059" name="__module.encoder.down_blocks.4.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="3072, 1, 1, 1, 1" offset="34669800" size="3072" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>3072</dim>
@@ -16951,7 +17596,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1015" name="Convert_3243984" type="Convert" version="opset1">
+		<layer id="1060" name="Convert_2903233" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -16972,7 +17617,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1016" name="__module.encoder.down_blocks.4.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1061" name="__module.encoder.down_blocks.4.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -17000,8 +17645,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1017" name="__module.encoder.down_blocks.4.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="3072, 1, 1, 1, 1" offset="34668264" size="6144" />
+		<layer id="1062" name="__module.encoder.down_blocks.4.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="3072, 1, 1, 1, 1" offset="34672872" size="6144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>3072</dim>
@@ -17012,7 +17657,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1018" name="__module.encoder.down_blocks.4.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1063" name="__module.encoder.down_blocks.4.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -17040,7 +17685,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1019" name="__module.encoder.down_blocks.4.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1064" name="__module.encoder.down_blocks.4.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -17061,7 +17706,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1020" name="__module.encoder.down_blocks.4.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
+		<layer id="1065" name="__module.encoder.down_blocks.4.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
 			<data strides="1, 1" pads_begin="2, 2" pads_end="2, 2" dilations="1, 1" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17087,8 +17732,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1021" name="__module.encoder.down_blocks.4.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape" type="Const" version="opset1">
-			<data element_type="u8" shape="96, 32, 32, 1, 1" offset="34674408" size="98304" />
+		<layer id="1066" name="__module.encoder.down_blocks.4.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="u8" shape="96, 32, 32, 1, 1" offset="34679016" size="98304" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>96</dim>
@@ -17099,7 +17744,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1022" name="Convert_3214594" type="Convert" version="opset1">
+		<layer id="1067" name="Convert_2877790" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -17120,8 +17765,8 @@
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="96, 32, 1, 1, 1" offset="34772712" size="3072" />
+		<layer id="1068" name="__module.encoder.down_blocks.4.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U8">
 					<dim>96</dim>
@@ -17132,7 +17777,7 @@
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 		</layer>
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -17153,7 +17798,7 @@
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+		<layer id="1070" name="__module.encoder.down_blocks.4.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -17181,8 +17826,8 @@
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>96</dim>
@@ -17193,7 +17838,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -17221,7 +17866,7 @@
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 			</output>
 		</layer>
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+		<layer id="1073" name="__module.encoder.down_blocks.4.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -17242,7 +17887,7 @@
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 			</output>
 		</layer>
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 			<data strides="1, 1" pads_begin="0, 0" pads_end="0, 0" dilations="1, 1" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17268,7 +17913,7 @@
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 			</output>
 		</layer>
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+		<layer id="1075" name="__module.encoder.down_blocks.4.0.attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17293,7 +17938,7 @@
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 			</output>
 		</layer>
-		<layer id="1031" name="Constant_229678" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -17301,15 +17946,15 @@
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 			</output>
 		</layer>
-		<layer id="1032" name="Constant_229679" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="16758936" size="8" />
+		<layer id="1077" name="Constant_229679" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="16759704" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="1033" name="ShapeOf_295601" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17325,7 +17970,7 @@
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 			</output>
 		</layer>
-		<layer id="1034" name="Constant_295602" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="895560" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -17333,13 +17978,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1035" name="Constant_295603" type="Const" version="opset1">
+		<layer id="1080" name="Constant_295603" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1036" name="Gather_295604" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -17356,7 +18001,7 @@
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 			</output>
 		</layer>
-		<layer id="1037" name="Constant_295606" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="895580" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -17364,13 +18009,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1038" name="Constant_295607" type="Const" version="opset1">
+		<layer id="1083" name="Constant_295607" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1039" name="Gather_295608" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -17387,7 +18032,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -17403,7 +18048,7 @@
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 			</output>
 		</layer>
-		<layer id="1041" name="__module.encoder.down_blocks.4.0.attn/prim::ListConstruct" type="Concat" version="opset1">
+		<layer id="1086" name="__module.encoder.down_blocks.4.0.attn/prim::ListConstruct" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -17425,7 +18070,7 @@
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 			</output>
 		</layer>
-		<layer id="1042" name="__module.encoder.down_blocks.4.0.attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="1087" name="__module.encoder.down_blocks.4.0.attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17447,7 +18092,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1043" name="__module.encoder.down_blocks.4.0.attn/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
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 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17463,7 +18108,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1044" name="Constant_243186" type="Const" version="opset1">
+		<layer id="1089" name="Constant_243186" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895556" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -17471,7 +18116,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1045" name="__module.encoder.down_blocks.4.0.attn/prim::ListUnpack/Gather" type="Gather" version="opset8">
+		<layer id="1090" name="__module.encoder.down_blocks.4.0.attn/prim::ListUnpack/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -17486,7 +18131,7 @@
 				<port id="3" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1046" name="__module.encoder.down_blocks.4.0.attn/prim::ListUnpack/Divide" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -17496,7 +18141,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1047" name="__module.encoder.down_blocks.4.0.attn/prim::ListUnpack/Mod" type="Mod" version="opset1">
+		<layer id="1092" name="__module.encoder.down_blocks.4.0.attn/prim::ListUnpack/Mod" type="Mod" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -17506,7 +18151,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1048" name="__module.encoder.down_blocks.4.0.attn/prim::ListUnpack/Greater" type="Greater" version="opset1">
+		<layer id="1093" name="__module.encoder.down_blocks.4.0.attn/prim::ListUnpack/Greater" type="Greater" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -17520,7 +18165,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1049" name="__module.encoder.down_blocks.4.0.attn/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
+		<layer id="1094" name="__module.encoder.down_blocks.4.0.attn/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
 			<data destination_type="i32" />
 			<input>
 				<port id="0" precision="BOOL">
@@ -17533,7 +18178,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1050" name="__module.encoder.down_blocks.4.0.attn/prim::ListUnpack/Add" type="Add" version="opset1">
+		<layer id="1095" name="__module.encoder.down_blocks.4.0.attn/prim::ListUnpack/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -17547,7 +18192,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1051" name="Constant_243195" type="Const" version="opset1">
+		<layer id="1096" name="Constant_243195" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895576" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -17555,7 +18200,7 @@
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 			</output>
 		</layer>
-		<layer id="1052" name="__module.encoder.down_blocks.4.0.attn/prim::ListUnpack/Broadcast" type="Broadcast" version="opset3">
+		<layer id="1097" name="__module.encoder.down_blocks.4.0.attn/prim::ListUnpack/Broadcast" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="I32">
@@ -17571,7 +18216,7 @@
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 			</output>
 		</layer>
-		<layer id="1053" name="Constant_243187" type="Const" version="opset1">
+		<layer id="1098" name="Constant_243187" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895540" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -17579,7 +18224,7 @@
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 			</output>
 		</layer>
-		<layer id="1054" name="__module.encoder.down_blocks.4.0.attn/prim::ListUnpack/Concat" type="Concat" version="opset1">
+		<layer id="1099" name="__module.encoder.down_blocks.4.0.attn/prim::ListUnpack/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -17595,7 +18240,7 @@
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 			</output>
 		</layer>
-		<layer id="1055" name="__module.encoder.down_blocks.4.0.attn/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
+		<layer id="1100" name="__module.encoder.down_blocks.4.0.attn/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -17629,7 +18274,7 @@
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 			</output>
 		</layer>
-		<layer id="1056" name="__module.encoder.down_blocks.4.0.attn.nonlinearity/aten::relu/Relu" type="ReLU" version="opset1">
+		<layer id="1101" name="__module.encoder.down_blocks.4.0.attn.nonlinearity/aten::relu/Relu" type="ReLU" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -17647,7 +18292,7 @@
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 			</output>
 		</layer>
-		<layer id="1057" name="__module.encoder.down_blocks.4.0.attn.nonlinearity/aten::relu/Relu_1" type="ReLU" version="opset1">
+		<layer id="1102" name="__module.encoder.down_blocks.4.0.attn.nonlinearity/aten::relu/Relu_1" type="ReLU" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -17665,7 +18310,7 @@
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 			</output>
 		</layer>
-		<layer id="1058" name="__module.encoder.down_blocks.4.0.attn/aten::matmul/MatMul" type="MatMul" version="opset1">
+		<layer id="1103" name="__module.encoder.down_blocks.4.0.attn/aten::matmul/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="true" transpose_b="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17690,7 +18335,7 @@
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 			</output>
 		</layer>
-		<layer id="1059" name="Constant_229901" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="895560" size="8" />
 			<output>
 				<port id="0" precision="I64" names="760">
@@ -17698,7 +18343,7 @@
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 		</layer>
-		<layer id="1060" name="__module.encoder.down_blocks.4.0.attn/aten::sum/ReduceSum" type="ReduceSum" version="opset1">
+		<layer id="1105" name="__module.encoder.down_blocks.4.0.attn/aten::sum/ReduceSum" type="ReduceSum" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17720,8 +18365,8 @@
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 			</output>
 		</layer>
-		<layer id="1061" name="Constant_292623" type="Const" version="opset1">
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+		<layer id="1106" name="Constant_292623" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -17731,7 +18376,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17756,7 +18401,7 @@
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 			</output>
 		</layer>
-		<layer id="1063" name="__module.encoder.down_blocks.4.0.attn/aten::div/Divide" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17781,7 +18426,7 @@
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 			</output>
 		</layer>
-		<layer id="1064" name="__module.encoder.down_blocks.4.0.attn/aten::matmul/MatMul_1" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17806,7 +18451,7 @@
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 			</output>
 		</layer>
-		<layer id="1065" name="Constant_229922" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -17814,21 +18459,21 @@
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 			</output>
 		</layer>
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-			<data element_type="i64" shape="2" offset="16759000" size="16" />
+		<layer id="1111" name="Constant_288983" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1067" name="Constant_288984" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1068" name="Gather_288985" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -17845,7 +18490,7 @@
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 			</output>
 		</layer>
-		<layer id="1069" name="__module.encoder.down_blocks.4.0.attn/prim::ListConstruct_1" type="Concat" version="opset1">
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 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -17864,7 +18509,7 @@
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@@ -17886,7 +18531,7 @@
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-		<layer id="1071" name="ScatterElementsUpdate_229996" type="Const" version="opset1">
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@@ -17894,7 +18539,7 @@
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-		<layer id="1072" name="__module.encoder.down_blocks.4.0.attn/aten::movedim/Transpose_2" type="Transpose" version="opset1">
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@@ -17915,19 +18560,19 @@
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-			<data element_type="i4" shape="1024, 2048" offset="34781928" size="1048576" />
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+			<data element_type="u4" shape="1024, 2048" offset="34786536" size="1048576" />
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-		<layer id="1074" name="Convert_2970893" type="Convert" version="opset1">
+		<layer id="1119" name="Convert_2665653" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
 					<dim>2048</dim>
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@@ -17939,8 +18584,51 @@
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-			<data element_type="f16" shape="1024, 1" offset="35830504" size="2048" />
+		<layer id="1120" name="self.encoder.down_blocks.4.0.attn.to_out.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1" offset="35835112" size="512" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1121" name="Convert_2665656" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1122" name="self.encoder.down_blocks.4.0.attn.to_out.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>2048</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>2048</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1123" name="self.encoder.down_blocks.4.0.attn.to_out.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="35835624" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -17948,7 +18636,7 @@
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 		</layer>
-		<layer id="1076" name="self.encoder.down_blocks.4.0.attn.to_out.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
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@@ -17967,7 +18655,7 @@
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-		<layer id="1077" name="__module.encoder.down_blocks.4.0.attn.to_out/ov_ext::linear/Convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
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@@ -17985,7 +18673,7 @@
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+		<layer id="1126" name="__module.encoder.down_blocks.4.0.attn.to_out/ov_ext::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -18008,7 +18696,7 @@
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-		<layer id="1079" name="Constant_292626" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1, 1" offset="300560" size="4" />
 			<output>
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@@ -18019,7 +18707,7 @@
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-		<layer id="1080" name="Constant_292624" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1, 1" offset="300564" size="4" />
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@@ -18030,7 +18718,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -18055,7 +18743,7 @@
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-		<layer id="1082" name="Constant_230178" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
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@@ -18063,7 +18751,7 @@
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-		<layer id="1083" name="__module.encoder.down_blocks.4.0.attn.norm_out/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="1131" name="__module.encoder.down_blocks.4.0.attn.norm_out/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
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@@ -18085,7 +18773,7 @@
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 			</output>
 		</layer>
-		<layer id="1084" name="Constant_292625" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1, 1" offset="300576" size="4" />
 			<output>
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@@ -18096,7 +18784,7 @@
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-		<layer id="1085" name="__module.encoder.down_blocks.4.0.attn.norm_out/aten::add/Add" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -18121,7 +18809,7 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -18139,7 +18827,7 @@
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-		<layer id="1087" name="__module.encoder.down_blocks.4.0.attn.norm_out/aten::rsqrt/Divide" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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 				<port id="0" precision="FP32">
@@ -18164,7 +18852,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -18189,8 +18877,8 @@
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-			<data element_type="f32" shape="1, 1, 1, 1024" offset="35832552" size="4096" />
+		<layer id="1137" name="Constant_292627" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1024" offset="35837672" size="4096" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -18200,7 +18888,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -18225,8 +18913,8 @@
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-			<data element_type="f32" shape="1, 1, 1, 1024" offset="35836648" size="4096" />
+		<layer id="1139" name="Constant_292628" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1024" offset="35841768" size="4096" />
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 				<port id="0" precision="FP32">
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@@ -18236,7 +18924,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -18261,7 +18949,7 @@
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-		<layer id="1093" name="ScatterElementsUpdate_230281" type="Const" version="opset1">
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@@ -18269,7 +18957,7 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -18290,7 +18978,7 @@
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-		<layer id="1095" name="__module.encoder.down_blocks.4.0.attn/aten::add/Add_1" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -18315,8 +19003,8 @@
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-			<data element_type="u8" shape="8192, 1024, 1, 1" offset="35840744" size="8388608" />
+		<layer id="1144" name="self.encoder.down_blocks.4.0.conv_out.conv_inverted.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="8192, 1024, 1, 1" offset="35845864" size="8388608" />
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 				<port id="0" precision="U8">
 					<dim>8192</dim>
@@ -18326,7 +19014,7 @@
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-		<layer id="1097" name="Convert_2868030" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -18345,8 +19033,8 @@
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-			<data element_type="u8" shape="8192, 1, 1, 1" offset="44229352" size="8192" />
+		<layer id="1146" name="self.encoder.down_blocks.4.0.conv_out.conv_inverted.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="8192, 1, 1, 1" offset="44234472" size="8192" />
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 				<port id="0" precision="U8">
 					<dim>8192</dim>
@@ -18356,7 +19044,7 @@
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-		<layer id="1099" name="Convert_2868033" type="Convert" version="opset1">
+		<layer id="1147" name="Convert_2576611" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -18375,7 +19063,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -18400,8 +19088,8 @@
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-			<data element_type="f16" shape="8192, 1, 1, 1" offset="44237544" size="16384" />
+		<layer id="1149" name="self.encoder.down_blocks.4.0.conv_out.conv_inverted.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="8192, 1, 1, 1" offset="44242664" size="16384" />
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 				<port id="0" precision="FP16">
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@@ -18411,7 +19099,7 @@
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-		<layer id="1102" name="self.encoder.down_blocks.4.0.conv_out.conv_inverted.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -18436,7 +19124,7 @@
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 			<data destination_type="f32" />
 			<input>
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@@ -18455,7 +19143,7 @@
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@@ -18480,8 +19168,8 @@
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+			<data element_type="f32" shape="1, 8192, 1, 1" offset="44259048" size="32768" />
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 				<port id="0" precision="FP32">
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@@ -18491,7 +19179,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -18516,7 +19204,7 @@
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-		<layer id="1107" name="__module.encoder.down_blocks.4.0.conv_out.nonlinearity/aten::silu/Swish" type="Swish" version="opset4">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -18534,8 +19222,8 @@
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@@ -18546,7 +19234,7 @@
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-		<layer id="1109" name="Convert_3273453" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -18567,8 +19255,8 @@
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-			<data element_type="u8" shape="8192, 1, 1, 1, 1" offset="44360424" size="8192" />
+		<layer id="1158" name="__module.encoder.down_blocks.4.0.conv_out.conv_depth/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="8192, 1, 1, 1, 1" offset="44365544" size="8192" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>8192</dim>
@@ -18579,7 +19267,7 @@
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 		</layer>
-		<layer id="1111" name="Convert_3273456" type="Convert" version="opset1">
+		<layer id="1159" name="Convert_2928673" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -18600,7 +19288,7 @@
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+		<layer id="1160" name="__module.encoder.down_blocks.4.0.conv_out.conv_depth/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -18628,8 +19316,8 @@
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-			<data element_type="f16" shape="8192, 1, 1, 1, 1" offset="44368616" size="16384" />
+		<layer id="1161" name="__module.encoder.down_blocks.4.0.conv_out.conv_depth/aten::_convolution/Reshape/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="8192, 1, 1, 1, 1" offset="44373736" size="16384" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>8192</dim>
@@ -18640,7 +19328,7 @@
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-		<layer id="1114" name="__module.encoder.down_blocks.4.0.conv_out.conv_depth/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1162" name="__module.encoder.down_blocks.4.0.conv_out.conv_depth/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -18668,7 +19356,7 @@
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+		<layer id="1163" name="__module.encoder.down_blocks.4.0.conv_out.conv_depth/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -18689,7 +19377,7 @@
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 			</output>
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+		<layer id="1164" name="__module.encoder.down_blocks.4.0.conv_out.conv_depth/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
 			<data strides="1, 1" pads_begin="1, 1" pads_end="1, 1" dilations="1, 1" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -18715,8 +19403,8 @@
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 			</output>
 		</layer>
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-			<data element_type="f32" shape="1, 8192, 1, 1" offset="44385000" size="32768" />
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+			<data element_type="f32" shape="1, 8192, 1, 1" offset="44390120" size="32768" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -18726,7 +19414,7 @@
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 			</output>
 		</layer>
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+		<layer id="1166" name="__module.encoder.down_blocks.4.0.conv_out.conv_depth/aten::_convolution/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -18751,7 +19439,7 @@
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 			</output>
 		</layer>
-		<layer id="1119" name="__module.encoder.down_blocks.4.0.conv_out/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="1167" name="__module.encoder.down_blocks.4.0.conv_out/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
@@ -18767,7 +19455,7 @@
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 			</output>
 		</layer>
-		<layer id="1120" name="Constant_243258" type="Const" version="opset1">
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 			<data element_type="i32" shape="1" offset="895556" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -18775,7 +19463,7 @@
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 			</output>
 		</layer>
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+		<layer id="1169" name="__module.encoder.down_blocks.4.0.conv_out/prim::ListUnpack/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -18790,7 +19478,7 @@
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 		</layer>
-		<layer id="1122" name="__module.encoder.down_blocks.4.0.conv_out/prim::ListUnpack/Divide" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -18800,7 +19488,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -18810,7 +19498,7 @@
 				<port id="2" precision="I32" />
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -18824,7 +19512,7 @@
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 		</layer>
-		<layer id="1125" name="__module.encoder.down_blocks.4.0.conv_out/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
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 			<data destination_type="i32" />
 			<input>
 				<port id="0" precision="BOOL">
@@ -18837,7 +19525,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -18851,7 +19539,7 @@
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 			</output>
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-		<layer id="1127" name="Constant_243259" type="Const" version="opset1">
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 			<data element_type="i32" shape="1" offset="895540" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -18859,7 +19547,7 @@
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 			</output>
 		</layer>
-		<layer id="1128" name="__module.encoder.down_blocks.4.0.conv_out/prim::ListUnpack/Concat" type="Concat" version="opset1">
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 			<data axis="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -18875,7 +19563,7 @@
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 			</output>
 		</layer>
-		<layer id="1129" name="__module.encoder.down_blocks.4.0.conv_out/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
+		<layer id="1177" name="__module.encoder.down_blocks.4.0.conv_out/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -18903,7 +19591,7 @@
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-		<layer id="1130" name="__module.encoder.down_blocks.4.0.conv_out.nonlinearity/aten::silu/Swish_1" type="Swish" version="opset4">
+		<layer id="1178" name="__module.encoder.down_blocks.4.0.conv_out.nonlinearity/aten::silu/Swish_1" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -18921,7 +19609,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -18946,8 +19634,8 @@
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-			<data element_type="u8" shape="1024, 4096, 1, 1" offset="44417768" size="4194304" />
+		<layer id="1180" name="self.encoder.down_blocks.4.0.conv_out.conv_point.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096, 1, 1" offset="44422888" size="4194304" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>1024</dim>
@@ -18957,7 +19645,7 @@
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-		<layer id="1133" name="Convert_2902312" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -18976,8 +19664,8 @@
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-			<data element_type="u8" shape="1024, 1, 1, 1" offset="48612072" size="1024" />
+		<layer id="1182" name="self.encoder.down_blocks.4.0.conv_out.conv_point.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1, 1, 1" offset="48617192" size="1024" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>1024</dim>
@@ -18987,7 +19675,7 @@
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 			</output>
 		</layer>
-		<layer id="1135" name="Convert_2902315" type="Convert" version="opset1">
+		<layer id="1183" name="Convert_2606291" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -19006,7 +19694,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -19031,8 +19719,8 @@
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-			<data element_type="f16" shape="1024, 1, 1, 1" offset="48613096" size="2048" />
+		<layer id="1185" name="self.encoder.down_blocks.4.0.conv_out.conv_point.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1, 1, 1" offset="48618216" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -19042,7 +19730,7 @@
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 		</layer>
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+		<layer id="1186" name="self.encoder.down_blocks.4.0.conv_out.conv_point.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -19067,7 +19755,7 @@
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+		<layer id="1187" name="self.encoder.down_blocks.4.0.conv_out.conv_point.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -19086,7 +19774,7 @@
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 			<data strides="1, 1" dilations="1, 1" pads_begin="0, 0" pads_end="0, 0" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19111,7 +19799,7 @@
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 			</output>
 		</layer>
-		<layer id="1141" name="ScatterElementsUpdate_230542" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="300544" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -19119,7 +19807,7 @@
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -19140,7 +19828,7 @@
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 			</output>
 		</layer>
-		<layer id="1143" name="Constant_292631" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1, 1" offset="300560" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -19151,7 +19839,7 @@
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-		<layer id="1144" name="Constant_292629" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1, 1" offset="300564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -19162,7 +19850,7 @@
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-		<layer id="1145" name="__module.encoder.down_blocks.4.0.conv_out.norm/aten::pow/Power" type="Power" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19187,7 +19875,7 @@
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-		<layer id="1146" name="Constant_230564" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
 				<port id="0" precision="I64" names="822">
@@ -19195,7 +19883,7 @@
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-		<layer id="1147" name="__module.encoder.down_blocks.4.0.conv_out.norm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19217,7 +19905,7 @@
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-		<layer id="1148" name="Constant_292630" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1, 1" offset="300576" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -19228,7 +19916,7 @@
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-		<layer id="1149" name="__module.encoder.down_blocks.4.0.conv_out.norm/aten::add/Add" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19253,7 +19941,7 @@
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-		<layer id="1150" name="__module.encoder.down_blocks.4.0.conv_out.norm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -19271,7 +19959,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19296,7 +19984,7 @@
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-		<layer id="1152" name="__module.encoder.down_blocks.4.0.conv_out.norm/aten::mul/Multiply" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19321,8 +20009,8 @@
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+		<layer id="1201" name="Constant_292632" type="Const" version="opset1">
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@@ -19332,7 +20020,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -19357,8 +20045,8 @@
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-			<data element_type="f32" shape="1, 1, 1, 1024" offset="48619240" size="4096" />
+		<layer id="1203" name="Constant_292633" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -19368,7 +20056,7 @@
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+		<layer id="1204" name="__module.encoder.down_blocks.4.0.conv_out.norm/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -19393,7 +20081,7 @@
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 		</layer>
-		<layer id="1157" name="ScatterElementsUpdate_230667" type="Const" version="opset1">
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@@ -19401,7 +20089,7 @@
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 				<port id="0" precision="FP32">
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@@ -19422,7 +20110,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19447,7 +20135,7 @@
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 			</output>
 		</layer>
-		<layer id="1160" name="ScatterElementsUpdate_230769" type="Const" version="opset1">
+		<layer id="1208" name="ScatterElementsUpdate_230769" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="300544" size="16" />
 			<output>
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@@ -19455,7 +20143,7 @@
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 		</layer>
-		<layer id="1161" name="__module.encoder.down_blocks.4.1.attn/aten::movedim/Transpose" type="Transpose" version="opset1">
+		<layer id="1209" name="__module.encoder.down_blocks.4.1.attn/aten::movedim/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -19476,32 +20164,75 @@
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-			<data element_type="i4" shape="1024, 1024" offset="48623336" size="524288" />
+		<layer id="1210" name="self.encoder.down_blocks.4.1.attn.to_q.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1024" offset="48628456" size="524288" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>1024</dim>
 					<dim>1024</dim>
 				</port>
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 		</layer>
-		<layer id="1163" name="Convert_3044040" type="Convert" version="opset1">
+		<layer id="1211" name="Convert_2729295" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
 					<dim>1024</dim>
 					<dim>1024</dim>
 				</port>
+			</output>
+		</layer>
+		<layer id="1212" name="self.encoder.down_blocks.4.1.attn.to_q.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1" offset="49152744" size="512" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1213" name="Convert_2729298" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1214" name="self.encoder.down_blocks.4.1.attn.to_q.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
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+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
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+			<output>
+				<port id="2" precision="FP16">
 					<dim>1024</dim>
 					<dim>1024</dim>
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="1024, 1" offset="49147624" size="2048" />
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+			<data element_type="f16" shape="1024, 1" offset="49153256" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -19509,7 +20240,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -19528,7 +20259,7 @@
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 		</layer>
-		<layer id="1166" name="__module.encoder.down_blocks.4.1.attn.to_q/ov_ext::linear/Convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
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@@ -19546,7 +20277,7 @@
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 		</layer>
-		<layer id="1167" name="__module.encoder.down_blocks.4.1.attn.to_q/ov_ext::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1218" name="__module.encoder.down_blocks.4.1.attn.to_q/ov_ext::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
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@@ -19569,19 +20300,19 @@
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-			<data element_type="i4" shape="1024, 1024" offset="49149672" size="524288" />
+		<layer id="1219" name="self.encoder.down_blocks.4.1.attn.to_k.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1024" offset="49155304" size="524288" />
 			<output>
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 					<dim>1024</dim>
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 			</output>
 		</layer>
-		<layer id="1169" name="Convert_3039184" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
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 					<dim>1024</dim>
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@@ -19593,8 +20324,51 @@
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-			<data element_type="f16" shape="1024, 1" offset="49673960" size="2048" />
+		<layer id="1221" name="self.encoder.down_blocks.4.1.attn.to_k.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1" offset="49679592" size="512" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1222" name="Convert_2725054" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1223" name="self.encoder.down_blocks.4.1.attn.to_k.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1224" name="self.encoder.down_blocks.4.1.attn.to_k.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="49680104" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -19602,7 +20376,7 @@
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 		</layer>
-		<layer id="1171" name="self.encoder.down_blocks.4.1.attn.to_k.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -19621,7 +20395,7 @@
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 		</layer>
-		<layer id="1172" name="__module.encoder.down_blocks.4.1.attn.to_k/ov_ext::linear/Convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
 			<rt_info>
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@@ -19639,7 +20413,7 @@
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 		</layer>
-		<layer id="1173" name="__module.encoder.down_blocks.4.1.attn.to_k/ov_ext::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1227" name="__module.encoder.down_blocks.4.1.attn.to_k/ov_ext::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19662,19 +20436,19 @@
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-			<data element_type="i4" shape="1024, 1024" offset="49676008" size="524288" />
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+			<data element_type="u4" shape="1024, 1024" offset="49682152" size="524288" />
 			<output>
-				<port id="0" precision="I4">
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 					<dim>1024</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1175" name="Convert_3034328" type="Convert" version="opset1">
+		<layer id="1229" name="Convert_2720807" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
 					<dim>1024</dim>
 				</port>
@@ -19686,16 +20460,59 @@
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 		</layer>
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-			<data element_type="f16" shape="1024, 1" offset="50200296" size="2048" />
+		<layer id="1230" name="self.encoder.down_blocks.4.1.attn.to_v.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1" offset="50206440" size="512" />
 			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1231" name="Convert_2720810" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1232" name="self.encoder.down_blocks.4.1.attn.to_v.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
 				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="FP16">
 					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="1177" name="self.encoder.down_blocks.4.1.attn.to_v.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1233" name="self.encoder.down_blocks.4.1.attn.to_v.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="50206952" size="2048" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1234" name="self.encoder.down_blocks.4.1.attn.to_v.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -19714,7 +20531,7 @@
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 			</output>
 		</layer>
-		<layer id="1178" name="__module.encoder.down_blocks.4.1.attn.to_v/ov_ext::linear/Convert" type="Convert" version="opset1">
+		<layer id="1235" name="__module.encoder.down_blocks.4.1.attn.to_v/ov_ext::linear/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<rt_info>
 				<attribute name="decompression" version="0" />
@@ -19732,7 +20549,7 @@
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 			</output>
 		</layer>
-		<layer id="1179" name="__module.encoder.down_blocks.4.1.attn.to_v/ov_ext::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19755,7 +20572,7 @@
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 			</output>
 		</layer>
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 			<data axis="3" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19786,7 +20603,7 @@
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 			</output>
 		</layer>
-		<layer id="1181" name="ScatterElementsUpdate_230863" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="301604" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -19794,7 +20611,7 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -19815,8 +20632,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="3072, 1, 1, 5, 5" offset="50202344" size="76800" />
+		<layer id="1240" name="__module.encoder.down_blocks.4.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="u8" shape="3072, 1, 1, 5, 5" offset="50209000" size="76800" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>3072</dim>
@@ -19827,7 +20644,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1184" name="Convert_3248893" type="Convert" version="opset1">
+		<layer id="1241" name="Convert_2907470" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -19848,8 +20665,8 @@
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 			</output>
 		</layer>
-		<layer id="1185" name="__module.encoder.down_blocks.4.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="3072, 1, 1, 1, 1" offset="50279144" size="3072" />
+		<layer id="1242" name="__module.encoder.down_blocks.4.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="3072, 1, 1, 1, 1" offset="50285800" size="3072" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>3072</dim>
@@ -19860,7 +20677,7 @@
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 			</output>
 		</layer>
-		<layer id="1186" name="Convert_3248896" type="Convert" version="opset1">
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@@ -19909,8 +20726,8 @@
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 				<port id="0" precision="FP16">
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@@ -19921,7 +20738,7 @@
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@@ -19949,7 +20766,7 @@
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@@ -19970,7 +20787,7 @@
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 				<port id="0" precision="U8">
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 		</layer>
-		<layer id="1193" name="Convert_3219489" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U8">
@@ -20029,8 +20846,8 @@
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-			<data element_type="u8" shape="96, 32, 1, 1, 1" offset="50386664" size="3072" />
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 				<port id="0" precision="U8">
 					<dim>96</dim>
@@ -20041,7 +20858,7 @@
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 		</layer>
-		<layer id="1195" name="Convert_3219492" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -20062,7 +20879,7 @@
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 			<input>
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@@ -20090,8 +20907,8 @@
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-			<data element_type="f16" shape="96, 32, 1, 1, 1" offset="50389736" size="6144" />
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 				<port id="0" precision="FP16">
 					<dim>96</dim>
@@ -20102,7 +20919,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -20130,7 +20947,7 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="FP16">
@@ -20151,7 +20968,7 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
@@ -20177,7 +20994,7 @@
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 		</layer>
-		<layer id="1201" name="__module.encoder.down_blocks.4.1.attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="1258" name="__module.encoder.down_blocks.4.1.attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20202,7 +21019,7 @@
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 			</output>
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-		<layer id="1202" name="Constant_231044" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
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@@ -20210,15 +21027,15 @@
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-		<layer id="1203" name="Constant_231045" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="16758936" size="8" />
+		<layer id="1260" name="Constant_231045" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="16759704" size="8" />
 			<output>
 				<port id="0" precision="I64">
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-		<layer id="1204" name="ShapeOf_295628" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20234,7 +21051,7 @@
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 			</output>
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-		<layer id="1205" name="Constant_295629" type="Const" version="opset1">
+		<layer id="1262" name="Constant_295629" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895560" size="8" />
 			<output>
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@@ -20242,13 +21059,13 @@
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 			</output>
 		</layer>
-		<layer id="1206" name="Constant_295630" type="Const" version="opset1">
+		<layer id="1263" name="Constant_295630" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="895568" size="8" />
 			<output>
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 		</layer>
-		<layer id="1207" name="Gather_295631" type="Gather" version="opset8">
+		<layer id="1264" name="Gather_295631" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -20265,7 +21082,7 @@
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 			</output>
 		</layer>
-		<layer id="1208" name="Constant_295633" type="Const" version="opset1">
+		<layer id="1265" name="Constant_295633" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895580" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -20273,13 +21090,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1209" name="Constant_295634" type="Const" version="opset1">
+		<layer id="1266" name="Constant_295634" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64" />
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-		<layer id="1210" name="Gather_295635" type="Gather" version="opset8">
+		<layer id="1267" name="Gather_295635" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -20296,7 +21113,7 @@
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 			</output>
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-		<layer id="1211" name="__module.encoder.down_blocks.4.1.attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1268" name="__module.encoder.down_blocks.4.1.attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -20312,7 +21129,7 @@
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 			</output>
 		</layer>
-		<layer id="1212" name="__module.encoder.down_blocks.4.1.attn/prim::ListConstruct" type="Concat" version="opset1">
+		<layer id="1269" name="__module.encoder.down_blocks.4.1.attn/prim::ListConstruct" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -20334,7 +21151,7 @@
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-		<layer id="1213" name="__module.encoder.down_blocks.4.1.attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="1270" name="__module.encoder.down_blocks.4.1.attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20356,7 +21173,7 @@
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 			</output>
 		</layer>
-		<layer id="1214" name="__module.encoder.down_blocks.4.1.attn/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="1271" name="__module.encoder.down_blocks.4.1.attn/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20372,7 +21189,7 @@
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 			</output>
 		</layer>
-		<layer id="1215" name="Constant_243330" type="Const" version="opset1">
+		<layer id="1272" name="Constant_243330" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895556" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -20380,7 +21197,7 @@
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 			</output>
 		</layer>
-		<layer id="1216" name="__module.encoder.down_blocks.4.1.attn/prim::ListUnpack/Gather" type="Gather" version="opset8">
+		<layer id="1273" name="__module.encoder.down_blocks.4.1.attn/prim::ListUnpack/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -20395,7 +21212,7 @@
 				<port id="3" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1217" name="__module.encoder.down_blocks.4.1.attn/prim::ListUnpack/Divide" type="Divide" version="opset1">
+		<layer id="1274" name="__module.encoder.down_blocks.4.1.attn/prim::ListUnpack/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -20405,7 +21222,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1218" name="__module.encoder.down_blocks.4.1.attn/prim::ListUnpack/Mod" type="Mod" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -20415,7 +21232,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1219" name="__module.encoder.down_blocks.4.1.attn/prim::ListUnpack/Greater" type="Greater" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -20429,7 +21246,7 @@
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 			</output>
 		</layer>
-		<layer id="1220" name="__module.encoder.down_blocks.4.1.attn/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
+		<layer id="1277" name="__module.encoder.down_blocks.4.1.attn/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
 			<data destination_type="i32" />
 			<input>
 				<port id="0" precision="BOOL">
@@ -20442,7 +21259,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1221" name="__module.encoder.down_blocks.4.1.attn/prim::ListUnpack/Add" type="Add" version="opset1">
+		<layer id="1278" name="__module.encoder.down_blocks.4.1.attn/prim::ListUnpack/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -20456,7 +21273,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1222" name="Constant_243339" type="Const" version="opset1">
+		<layer id="1279" name="Constant_243339" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895576" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -20464,7 +21281,7 @@
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 			</output>
 		</layer>
-		<layer id="1223" name="__module.encoder.down_blocks.4.1.attn/prim::ListUnpack/Broadcast" type="Broadcast" version="opset3">
+		<layer id="1280" name="__module.encoder.down_blocks.4.1.attn/prim::ListUnpack/Broadcast" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="I32">
@@ -20480,7 +21297,7 @@
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 			</output>
 		</layer>
-		<layer id="1224" name="Constant_243331" type="Const" version="opset1">
+		<layer id="1281" name="Constant_243331" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895540" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -20488,7 +21305,7 @@
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 			</output>
 		</layer>
-		<layer id="1225" name="__module.encoder.down_blocks.4.1.attn/prim::ListUnpack/Concat" type="Concat" version="opset1">
+		<layer id="1282" name="__module.encoder.down_blocks.4.1.attn/prim::ListUnpack/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -20504,7 +21321,7 @@
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 			</output>
 		</layer>
-		<layer id="1226" name="__module.encoder.down_blocks.4.1.attn/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
+		<layer id="1283" name="__module.encoder.down_blocks.4.1.attn/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -20538,7 +21355,7 @@
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 			</output>
 		</layer>
-		<layer id="1227" name="__module.encoder.down_blocks.4.1.attn.nonlinearity/aten::relu/Relu" type="ReLU" version="opset1">
+		<layer id="1284" name="__module.encoder.down_blocks.4.1.attn.nonlinearity/aten::relu/Relu" type="ReLU" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -20556,7 +21373,7 @@
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 			</output>
 		</layer>
-		<layer id="1228" name="__module.encoder.down_blocks.4.1.attn.nonlinearity/aten::relu/Relu_1" type="ReLU" version="opset1">
+		<layer id="1285" name="__module.encoder.down_blocks.4.1.attn.nonlinearity/aten::relu/Relu_1" type="ReLU" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -20574,7 +21391,7 @@
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 			</output>
 		</layer>
-		<layer id="1229" name="__module.encoder.down_blocks.4.1.attn/aten::matmul/MatMul" type="MatMul" version="opset1">
+		<layer id="1286" name="__module.encoder.down_blocks.4.1.attn/aten::matmul/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="true" transpose_b="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20599,7 +21416,7 @@
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 			</output>
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-		<layer id="1230" name="Constant_231267" type="Const" version="opset1">
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@@ -20607,7 +21424,7 @@
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@@ -20629,8 +21446,8 @@
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="16758996" size="4" />
+		<layer id="1289" name="Constant_292634" type="Const" version="opset1">
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@@ -20640,7 +21457,7 @@
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@@ -20715,7 +21532,7 @@
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@@ -20723,21 +21540,21 @@
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+		<layer id="1294" name="Constant_288988" type="Const" version="opset1">
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-		<layer id="1239" name="Gather_288990" type="Gather" version="opset8">
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@@ -20754,7 +21571,7 @@
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@@ -20773,7 +21590,7 @@
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@@ -20795,7 +21612,7 @@
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@@ -20803,7 +21620,7 @@
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@@ -20824,32 +21641,75 @@
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-		<layer id="1245" name="Convert_2975749" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
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+					<dim>2048</dim>
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 					<dim>2048</dim>
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+		<layer id="1303" name="self.encoder.down_blocks.4.1.attn.to_out.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1" offset="51451112" size="512" />
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+					<dim>1024</dim>
+					<dim>1</dim>
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+		<layer id="1304" name="Convert_2669900" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
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 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
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+		<layer id="1305" name="self.encoder.down_blocks.4.1.attn.to_out.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
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+					<dim>2048</dim>
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+					<dim>1</dim>
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 					<dim>2048</dim>
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-			<data element_type="f16" shape="1024, 1" offset="51444456" size="2048" />
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@@ -20857,7 +21717,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -20876,7 +21736,7 @@
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@@ -20894,7 +21754,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -20917,7 +21777,7 @@
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-		<layer id="1250" name="Constant_292637" type="Const" version="opset1">
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@@ -20928,7 +21788,7 @@
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@@ -20939,7 +21799,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -20964,7 +21824,7 @@
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@@ -20972,7 +21832,7 @@
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@@ -20994,7 +21854,7 @@
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 			<data element_type="f32" shape="1, 1, 1, 1" offset="300576" size="4" />
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 			<data auto_broadcast="numpy" />
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@@ -21030,7 +21890,7 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -21048,7 +21908,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -21073,7 +21933,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -21098,8 +21958,8 @@
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+		<layer id="1320" name="Constant_292638" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -21109,7 +21969,7 @@
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@@ -21134,8 +21994,8 @@
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+		<layer id="1322" name="Constant_292639" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -21145,7 +22005,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -21170,7 +22030,7 @@
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 				<port id="0" precision="FP32">
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@@ -21199,7 +22059,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -21224,8 +22084,8 @@
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@@ -21235,7 +22095,7 @@
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 			<input>
 				<port id="0" precision="U8">
@@ -21254,8 +22114,8 @@
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-			<data element_type="u8" shape="8192, 1, 1, 1" offset="59843304" size="8192" />
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@@ -21265,7 +22125,7 @@
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-		<layer id="1270" name="Convert_2872928" type="Convert" version="opset1">
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 			<input>
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@@ -21284,7 +22144,7 @@
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-			<data element_type="f16" shape="8192, 1, 1, 1" offset="59851496" size="16384" />
+		<layer id="1332" name="self.encoder.down_blocks.4.1.conv_out.conv_inverted.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="8192, 1, 1, 1" offset="59858664" size="16384" />
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 				<port id="0" precision="FP16">
 					<dim>8192</dim>
@@ -21320,7 +22180,7 @@
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 		</layer>
-		<layer id="1273" name="self.encoder.down_blocks.4.1.conv_out.conv_inverted.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1333" name="self.encoder.down_blocks.4.1.conv_out.conv_inverted.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -21345,7 +22205,7 @@
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 		</layer>
-		<layer id="1274" name="self.encoder.down_blocks.4.1.conv_out.conv_inverted.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1334" name="self.encoder.down_blocks.4.1.conv_out.conv_inverted.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -21364,7 +22224,7 @@
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+		<layer id="1335" name="__module.encoder.down_blocks.4.1.conv_out.conv_inverted/aten::_convolution/Convolution" type="Convolution" version="opset1">
 			<data strides="1, 1" dilations="1, 1" pads_begin="0, 0" pads_end="0, 0" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -21389,8 +22249,8 @@
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-			<data element_type="f32" shape="1, 8192, 1, 1" offset="59867880" size="32768" />
+		<layer id="1336" name="__module.encoder.down_blocks.4.1.conv_out.conv_inverted/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 8192, 1, 1" offset="59875048" size="32768" />
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 				<port id="0" precision="FP32">
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@@ -21400,7 +22260,7 @@
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 		</layer>
-		<layer id="1277" name="__module.encoder.down_blocks.4.1.conv_out.conv_inverted/aten::_convolution/Add" type="Add" version="opset1">
+		<layer id="1337" name="__module.encoder.down_blocks.4.1.conv_out.conv_inverted/aten::_convolution/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -21425,7 +22285,7 @@
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-		<layer id="1278" name="__module.encoder.down_blocks.4.1.conv_out.nonlinearity/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="1338" name="__module.encoder.down_blocks.4.1.conv_out.nonlinearity/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -21443,8 +22303,8 @@
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-			<data element_type="u8" shape="8192, 1, 1, 3, 3" offset="59900648" size="73728" />
+		<layer id="1339" name="__module.encoder.down_blocks.4.1.conv_out.conv_depth/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="u8" shape="8192, 1, 1, 3, 3" offset="59907816" size="73728" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>8192</dim>
@@ -21455,7 +22315,7 @@
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 			</output>
 		</layer>
-		<layer id="1280" name="Convert_3278365" type="Convert" version="opset1">
+		<layer id="1340" name="Convert_2932910" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -21476,8 +22336,8 @@
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-			<data element_type="u8" shape="8192, 1, 1, 1, 1" offset="59974376" size="8192" />
+		<layer id="1341" name="__module.encoder.down_blocks.4.1.conv_out.conv_depth/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="8192, 1, 1, 1, 1" offset="59981544" size="8192" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>8192</dim>
@@ -21488,7 +22348,7 @@
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 			</output>
 		</layer>
-		<layer id="1282" name="Convert_3278368" type="Convert" version="opset1">
+		<layer id="1342" name="Convert_2932913" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -21509,7 +22369,7 @@
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+		<layer id="1343" name="__module.encoder.down_blocks.4.1.conv_out.conv_depth/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -21537,8 +22397,8 @@
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-		<layer id="1284" name="__module.encoder.down_blocks.4.1.conv_out.conv_depth/aten::_convolution/Reshape/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="8192, 1, 1, 1, 1" offset="59982568" size="16384" />
+		<layer id="1344" name="__module.encoder.down_blocks.4.1.conv_out.conv_depth/aten::_convolution/Reshape/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="8192, 1, 1, 1, 1" offset="59989736" size="16384" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>8192</dim>
@@ -21549,7 +22409,7 @@
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 		</layer>
-		<layer id="1285" name="__module.encoder.down_blocks.4.1.conv_out.conv_depth/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1345" name="__module.encoder.down_blocks.4.1.conv_out.conv_depth/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -21577,7 +22437,7 @@
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 			</output>
 		</layer>
-		<layer id="1286" name="__module.encoder.down_blocks.4.1.conv_out.conv_depth/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1346" name="__module.encoder.down_blocks.4.1.conv_out.conv_depth/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -21598,7 +22458,7 @@
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 			</output>
 		</layer>
-		<layer id="1287" name="__module.encoder.down_blocks.4.1.conv_out.conv_depth/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
+		<layer id="1347" name="__module.encoder.down_blocks.4.1.conv_out.conv_depth/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
 			<data strides="1, 1" pads_begin="1, 1" pads_end="1, 1" dilations="1, 1" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -21624,8 +22484,8 @@
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 			</output>
 		</layer>
-		<layer id="1288" name="__module.encoder.down_blocks.4.1.conv_out.conv_depth/aten::_convolution/Reshape_1" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 8192, 1, 1" offset="59998952" size="32768" />
+		<layer id="1348" name="__module.encoder.down_blocks.4.1.conv_out.conv_depth/aten::_convolution/Reshape_1" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 8192, 1, 1" offset="60006120" size="32768" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -21635,7 +22495,7 @@
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 			</output>
 		</layer>
-		<layer id="1289" name="__module.encoder.down_blocks.4.1.conv_out.conv_depth/aten::_convolution/Add" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -21660,7 +22520,7 @@
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 			</output>
 		</layer>
-		<layer id="1290" name="__module.encoder.down_blocks.4.1.conv_out/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="1350" name="__module.encoder.down_blocks.4.1.conv_out/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
@@ -21676,7 +22536,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1291" name="Constant_243402" type="Const" version="opset1">
+		<layer id="1351" name="Constant_243402" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895556" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -21684,7 +22544,7 @@
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 			</output>
 		</layer>
-		<layer id="1292" name="__module.encoder.down_blocks.4.1.conv_out/prim::ListUnpack/Gather" type="Gather" version="opset8">
+		<layer id="1352" name="__module.encoder.down_blocks.4.1.conv_out/prim::ListUnpack/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -21699,7 +22559,7 @@
 				<port id="3" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1293" name="__module.encoder.down_blocks.4.1.conv_out/prim::ListUnpack/Divide" type="Divide" version="opset1">
+		<layer id="1353" name="__module.encoder.down_blocks.4.1.conv_out/prim::ListUnpack/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -21709,7 +22569,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1294" name="__module.encoder.down_blocks.4.1.conv_out/prim::ListUnpack/Mod" type="Mod" version="opset1">
+		<layer id="1354" name="__module.encoder.down_blocks.4.1.conv_out/prim::ListUnpack/Mod" type="Mod" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -21719,7 +22579,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1295" name="__module.encoder.down_blocks.4.1.conv_out/prim::ListUnpack/Greater" type="Greater" version="opset1">
+		<layer id="1355" name="__module.encoder.down_blocks.4.1.conv_out/prim::ListUnpack/Greater" type="Greater" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -21733,7 +22593,7 @@
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 			</output>
 		</layer>
-		<layer id="1296" name="__module.encoder.down_blocks.4.1.conv_out/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
+		<layer id="1356" name="__module.encoder.down_blocks.4.1.conv_out/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
 			<data destination_type="i32" />
 			<input>
 				<port id="0" precision="BOOL">
@@ -21746,7 +22606,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1297" name="__module.encoder.down_blocks.4.1.conv_out/prim::ListUnpack/Add" type="Add" version="opset1">
+		<layer id="1357" name="__module.encoder.down_blocks.4.1.conv_out/prim::ListUnpack/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -21760,7 +22620,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1298" name="Constant_243403" type="Const" version="opset1">
+		<layer id="1358" name="Constant_243403" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895540" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -21768,7 +22628,7 @@
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 			</output>
 		</layer>
-		<layer id="1299" name="__module.encoder.down_blocks.4.1.conv_out/prim::ListUnpack/Concat" type="Concat" version="opset1">
+		<layer id="1359" name="__module.encoder.down_blocks.4.1.conv_out/prim::ListUnpack/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -21784,7 +22644,7 @@
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 			</output>
 		</layer>
-		<layer id="1300" name="__module.encoder.down_blocks.4.1.conv_out/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
+		<layer id="1360" name="__module.encoder.down_blocks.4.1.conv_out/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -21812,7 +22672,7 @@
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 			</output>
 		</layer>
-		<layer id="1301" name="__module.encoder.down_blocks.4.1.conv_out.nonlinearity/aten::silu/Swish_1" type="Swish" version="opset4">
+		<layer id="1361" name="__module.encoder.down_blocks.4.1.conv_out.nonlinearity/aten::silu/Swish_1" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -21830,7 +22690,7 @@
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 			</output>
 		</layer>
-		<layer id="1302" name="__module.encoder.down_blocks.4.1.conv_out/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1362" name="__module.encoder.down_blocks.4.1.conv_out/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -21855,8 +22715,8 @@
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 			</output>
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-			<data element_type="u8" shape="1024, 4096, 1, 1" offset="60031720" size="4194304" />
+		<layer id="1363" name="self.encoder.down_blocks.4.1.conv_out.conv_point.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096, 1, 1" offset="60038888" size="4194304" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>1024</dim>
@@ -21866,7 +22726,7 @@
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 			</output>
 		</layer>
-		<layer id="1304" name="Convert_2907207" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -21885,8 +22745,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 1, 1, 1" offset="64226024" size="1024" />
+		<layer id="1365" name="self.encoder.down_blocks.4.1.conv_out.conv_point.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1, 1, 1" offset="64233192" size="1024" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>1024</dim>
@@ -21896,7 +22756,7 @@
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 			</output>
 		</layer>
-		<layer id="1306" name="Convert_2907210" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -21915,7 +22775,7 @@
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 			</output>
 		</layer>
-		<layer id="1307" name="self.encoder.down_blocks.4.1.conv_out.conv_point.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -21940,8 +22800,8 @@
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 			</output>
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-		<layer id="1308" name="self.encoder.down_blocks.4.1.conv_out.conv_point.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1, 1, 1" offset="64227048" size="2048" />
+		<layer id="1368" name="self.encoder.down_blocks.4.1.conv_out.conv_point.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1, 1, 1" offset="64234216" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -21951,7 +22811,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -21976,7 +22836,7 @@
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 			</output>
 		</layer>
-		<layer id="1310" name="self.encoder.down_blocks.4.1.conv_out.conv_point.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1370" name="self.encoder.down_blocks.4.1.conv_out.conv_point.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -21995,7 +22855,7 @@
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 		</layer>
-		<layer id="1311" name="__module.encoder.down_blocks.4.1.conv_out.conv_point/aten::_convolution/Convolution" type="Convolution" version="opset1">
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 			<data strides="1, 1" dilations="1, 1" pads_begin="0, 0" pads_end="0, 0" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -22020,7 +22880,7 @@
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 			</output>
 		</layer>
-		<layer id="1312" name="ScatterElementsUpdate_231908" type="Const" version="opset1">
+		<layer id="1372" name="ScatterElementsUpdate_231908" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="300544" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -22028,7 +22888,7 @@
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-		<layer id="1313" name="__module.encoder.down_blocks.4.1.conv_out/aten::movedim/Transpose" type="Transpose" version="opset1">
+		<layer id="1373" name="__module.encoder.down_blocks.4.1.conv_out/aten::movedim/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -22049,7 +22909,7 @@
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+		<layer id="1384" name="Constant_292643" type="Const" version="opset1">
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-			<data element_type="f32" shape="1, 1, 1, 1024" offset="64233192" size="4096" />
+		<layer id="1386" name="Constant_292644" type="Const" version="opset1">
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@@ -22331,7 +23191,7 @@
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@@ -22356,7 +23216,7 @@
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@@ -22364,7 +23224,7 @@
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@@ -22385,19 +23245,19 @@
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-			<data element_type="i4" shape="1024, 1024" offset="64237288" size="524288" />
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+			<data element_type="u4" shape="1024, 1024" offset="64244456" size="524288" />
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-		<layer id="1334" name="Convert_3058608" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
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@@ -22409,8 +23269,51 @@
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-			<data element_type="f16" shape="1024, 1" offset="64761576" size="2048" />
+		<layer id="1395" name="self.encoder.down_blocks.4.2.attn.to_q.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1" offset="64768744" size="512" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1396" name="Convert_2742030" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
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+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1397" name="self.encoder.down_blocks.4.2.attn.to_q.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
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+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
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+					<dim>1024</dim>
+					<dim>1024</dim>
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@@ -22418,7 +23321,7 @@
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@@ -22437,7 +23340,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -22478,19 +23381,19 @@
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-			<data element_type="i4" shape="1024, 1024" offset="64763624" size="524288" />
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+			<data element_type="u4" shape="1024, 1024" offset="64771304" size="524288" />
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-		<layer id="1340" name="Convert_3053752" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
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@@ -22502,16 +23405,59 @@
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-			<data element_type="f16" shape="1024, 1" offset="65287912" size="2048" />
+		<layer id="1404" name="self.encoder.down_blocks.4.2.attn.to_k.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1" offset="65295592" size="512" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1405" name="Convert_2737786" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
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 			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1406" name="self.encoder.down_blocks.4.2.attn.to_k.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
 				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
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+				<port id="1" precision="FP16">
 					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
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+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
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+			<data element_type="f16" shape="1024, 1" offset="65296104" size="2048" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
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 			<data auto_broadcast="numpy" />
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@@ -22530,7 +23476,7 @@
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@@ -22548,7 +23494,7 @@
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-		<layer id="1344" name="__module.encoder.down_blocks.4.2.attn.to_k/ov_ext::linear/MatMul" type="MatMul" version="opset1">
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@@ -22571,19 +23517,19 @@
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-			<data element_type="i4" shape="1024, 1024" offset="65289960" size="524288" />
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+			<data element_type="u4" shape="1024, 1024" offset="65298152" size="524288" />
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-		<layer id="1346" name="Convert_3048896" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
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@@ -22595,8 +23541,51 @@
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-			<data element_type="f16" shape="1024, 1" offset="65814248" size="2048" />
+		<layer id="1413" name="self.encoder.down_blocks.4.2.attn.to_v.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1" offset="65822440" size="512" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
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+		</layer>
+		<layer id="1414" name="Convert_2733542" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
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+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1415" name="self.encoder.down_blocks.4.2.attn.to_v.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
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+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
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+					<dim>1024</dim>
+					<dim>1024</dim>
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+			<data element_type="f16" shape="1024, 1" offset="65822952" size="2048" />
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 				<port id="0" precision="FP16">
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@@ -22604,7 +23593,7 @@
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 		</layer>
-		<layer id="1348" name="self.encoder.down_blocks.4.2.attn.to_v.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1417" name="self.encoder.down_blocks.4.2.attn.to_v.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -22623,7 +23612,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1349" name="__module.encoder.down_blocks.4.2.attn.to_v/ov_ext::linear/Convert" type="Convert" version="opset1">
+		<layer id="1418" name="__module.encoder.down_blocks.4.2.attn.to_v/ov_ext::linear/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<rt_info>
 				<attribute name="decompression" version="0" />
@@ -22641,7 +23630,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1350" name="__module.encoder.down_blocks.4.2.attn.to_v/ov_ext::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1419" name="__module.encoder.down_blocks.4.2.attn.to_v/ov_ext::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -22664,7 +23653,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1351" name="__module.encoder.down_blocks.4.2.attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="1420" name="__module.encoder.down_blocks.4.2.attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="3" />
 			<input>
 				<port id="0" precision="FP32">
@@ -22695,7 +23684,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1352" name="ScatterElementsUpdate_232229" type="Const" version="opset1">
+		<layer id="1421" name="ScatterElementsUpdate_232229" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="301604" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -22703,7 +23692,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1353" name="__module.encoder.down_blocks.4.2.attn/aten::movedim/Transpose_1" type="Transpose" version="opset1">
+		<layer id="1422" name="__module.encoder.down_blocks.4.2.attn/aten::movedim/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -22724,8 +23713,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1354" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape" type="Const" version="opset1">
-			<data element_type="u8" shape="3072, 1, 1, 5, 5" offset="65816296" size="76800" />
+		<layer id="1423" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="u8" shape="3072, 1, 1, 5, 5" offset="65825000" size="76800" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>3072</dim>
@@ -22736,7 +23725,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1355" name="Convert_3253805" type="Convert" version="opset1">
+		<layer id="1424" name="Convert_2911710" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -22757,8 +23746,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1356" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="3072, 1, 1, 1, 1" offset="65893096" size="3072" />
+		<layer id="1425" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="3072, 1, 1, 1, 1" offset="65901800" size="3072" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>3072</dim>
@@ -22769,7 +23758,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1357" name="Convert_3253808" type="Convert" version="opset1">
+		<layer id="1426" name="Convert_2911713" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -22790,7 +23779,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1358" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1427" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -22818,8 +23807,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1359" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="3072, 1, 1, 1, 1" offset="65896168" size="6144" />
+		<layer id="1428" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="3072, 1, 1, 1, 1" offset="65904872" size="6144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>3072</dim>
@@ -22830,7 +23819,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1360" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1429" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -22858,7 +23847,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1361" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1430" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -22879,7 +23868,7 @@
 				</port>
 			</output>
 		</layer>
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+		<layer id="1431" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
 			<data strides="1, 1" pads_begin="2, 2" pads_end="2, 2" dilations="1, 1" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -22905,8 +23894,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1363" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape" type="Const" version="opset1">
-			<data element_type="u8" shape="96, 32, 32, 1, 1" offset="65902312" size="98304" />
+		<layer id="1432" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="u8" shape="96, 32, 32, 1, 1" offset="65911016" size="98304" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>96</dim>
@@ -22917,7 +23906,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1364" name="Convert_3224384" type="Convert" version="opset1">
+		<layer id="1433" name="Convert_2886270" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -22938,8 +23927,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1365" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="96, 32, 1, 1, 1" offset="66000616" size="3072" />
+		<layer id="1434" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="96, 32, 1, 1, 1" offset="66009320" size="3072" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>96</dim>
@@ -22950,7 +23939,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1366" name="Convert_3224387" type="Convert" version="opset1">
+		<layer id="1435" name="Convert_2886273" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -22971,7 +23960,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1367" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1436" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -22999,8 +23988,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1368" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="96, 32, 1, 1, 1" offset="66003688" size="6144" />
+		<layer id="1437" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="96, 32, 1, 1, 1" offset="66012392" size="6144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>96</dim>
@@ -23011,7 +24000,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1369" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1438" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -23039,7 +24028,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1370" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1439" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -23060,7 +24049,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1371" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
+		<layer id="1440" name="__module.encoder.down_blocks.4.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
 			<data strides="1, 1" pads_begin="0, 0" pads_end="0, 0" dilations="1, 1" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23086,7 +24075,7 @@
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 			</output>
 		</layer>
-		<layer id="1372" name="__module.encoder.down_blocks.4.2.attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="1441" name="__module.encoder.down_blocks.4.2.attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23111,7 +24100,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1373" name="Constant_232410" type="Const" version="opset1">
+		<layer id="1442" name="Constant_232410" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -23119,15 +24108,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1374" name="Constant_232411" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="16758936" size="8" />
+		<layer id="1443" name="Constant_232411" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="16759704" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1375" name="ShapeOf_295655" type="ShapeOf" version="opset3">
+		<layer id="1444" name="ShapeOf_295655" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23143,7 +24132,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1376" name="Constant_295656" type="Const" version="opset1">
+		<layer id="1445" name="Constant_295656" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895560" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -23151,13 +24140,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1377" name="Constant_295657" type="Const" version="opset1">
+		<layer id="1446" name="Constant_295657" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1378" name="Gather_295658" type="Gather" version="opset8">
+		<layer id="1447" name="Gather_295658" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -23174,7 +24163,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1379" name="Constant_295660" type="Const" version="opset1">
+		<layer id="1448" name="Constant_295660" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895580" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -23182,13 +24171,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1380" name="Constant_295661" type="Const" version="opset1">
+		<layer id="1449" name="Constant_295661" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1381" name="Gather_295662" type="Gather" version="opset8">
+		<layer id="1450" name="Gather_295662" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -23205,7 +24194,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1382" name="__module.encoder.down_blocks.4.2.attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1451" name="__module.encoder.down_blocks.4.2.attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -23221,7 +24210,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1383" name="__module.encoder.down_blocks.4.2.attn/prim::ListConstruct" type="Concat" version="opset1">
+		<layer id="1452" name="__module.encoder.down_blocks.4.2.attn/prim::ListConstruct" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -23243,7 +24232,7 @@
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 			</output>
 		</layer>
-		<layer id="1384" name="__module.encoder.down_blocks.4.2.attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="1453" name="__module.encoder.down_blocks.4.2.attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23265,7 +24254,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1385" name="__module.encoder.down_blocks.4.2.attn/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="1454" name="__module.encoder.down_blocks.4.2.attn/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23281,7 +24270,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1386" name="Constant_243474" type="Const" version="opset1">
+		<layer id="1455" name="Constant_243474" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895556" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -23289,7 +24278,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1387" name="__module.encoder.down_blocks.4.2.attn/prim::ListUnpack/Gather" type="Gather" version="opset8">
+		<layer id="1456" name="__module.encoder.down_blocks.4.2.attn/prim::ListUnpack/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -23304,7 +24293,7 @@
 				<port id="3" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1388" name="__module.encoder.down_blocks.4.2.attn/prim::ListUnpack/Divide" type="Divide" version="opset1">
+		<layer id="1457" name="__module.encoder.down_blocks.4.2.attn/prim::ListUnpack/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -23314,7 +24303,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1389" name="__module.encoder.down_blocks.4.2.attn/prim::ListUnpack/Mod" type="Mod" version="opset1">
+		<layer id="1458" name="__module.encoder.down_blocks.4.2.attn/prim::ListUnpack/Mod" type="Mod" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -23324,7 +24313,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1390" name="__module.encoder.down_blocks.4.2.attn/prim::ListUnpack/Greater" type="Greater" version="opset1">
+		<layer id="1459" name="__module.encoder.down_blocks.4.2.attn/prim::ListUnpack/Greater" type="Greater" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -23338,7 +24327,7 @@
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 			</output>
 		</layer>
-		<layer id="1391" name="__module.encoder.down_blocks.4.2.attn/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
+		<layer id="1460" name="__module.encoder.down_blocks.4.2.attn/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
 			<data destination_type="i32" />
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@@ -23351,7 +24340,7 @@
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+		<layer id="1461" name="__module.encoder.down_blocks.4.2.attn/prim::ListUnpack/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -23365,7 +24354,7 @@
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 		</layer>
-		<layer id="1393" name="Constant_243483" type="Const" version="opset1">
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 			<data element_type="i32" shape="1" offset="895576" size="4" />
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@@ -23373,7 +24362,7 @@
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 		</layer>
-		<layer id="1394" name="__module.encoder.down_blocks.4.2.attn/prim::ListUnpack/Broadcast" type="Broadcast" version="opset3">
+		<layer id="1463" name="__module.encoder.down_blocks.4.2.attn/prim::ListUnpack/Broadcast" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
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@@ -23389,7 +24378,7 @@
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-		<layer id="1395" name="Constant_243475" type="Const" version="opset1">
+		<layer id="1464" name="Constant_243475" type="Const" version="opset1">
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 			<output>
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@@ -23397,7 +24386,7 @@
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 		</layer>
-		<layer id="1396" name="__module.encoder.down_blocks.4.2.attn/prim::ListUnpack/Concat" type="Concat" version="opset1">
+		<layer id="1465" name="__module.encoder.down_blocks.4.2.attn/prim::ListUnpack/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
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@@ -23413,7 +24402,7 @@
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+		<layer id="1466" name="__module.encoder.down_blocks.4.2.attn/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -23447,7 +24436,7 @@
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -23465,7 +24454,7 @@
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-		<layer id="1399" name="__module.encoder.down_blocks.4.2.attn.nonlinearity/aten::relu/Relu_1" type="ReLU" version="opset1">
+		<layer id="1468" name="__module.encoder.down_blocks.4.2.attn.nonlinearity/aten::relu/Relu_1" type="ReLU" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -23483,7 +24472,7 @@
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-		<layer id="1400" name="__module.encoder.down_blocks.4.2.attn/aten::matmul/MatMul" type="MatMul" version="opset1">
+		<layer id="1469" name="__module.encoder.down_blocks.4.2.attn/aten::matmul/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="true" transpose_b="false" />
 			<input>
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@@ -23508,7 +24497,7 @@
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-		<layer id="1401" name="Constant_232633" type="Const" version="opset1">
+		<layer id="1470" name="Constant_232633" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895560" size="8" />
 			<output>
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@@ -23516,7 +24505,7 @@
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-		<layer id="1402" name="__module.encoder.down_blocks.4.2.attn/aten::sum/ReduceSum" type="ReduceSum" version="opset1">
+		<layer id="1471" name="__module.encoder.down_blocks.4.2.attn/aten::sum/ReduceSum" type="ReduceSum" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23538,8 +24527,8 @@
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-		<layer id="1403" name="Constant_292645" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="16758996" size="4" />
+		<layer id="1472" name="Constant_292645" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="16759764" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -23549,7 +24538,7 @@
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+		<layer id="1473" name="__module.encoder.down_blocks.4.2.attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23574,7 +24563,7 @@
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+		<layer id="1474" name="__module.encoder.down_blocks.4.2.attn/aten::div/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23599,7 +24588,7 @@
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 			<data transpose_a="false" transpose_b="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23624,7 +24613,7 @@
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 			</output>
 		</layer>
-		<layer id="1407" name="Constant_232654" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -23632,21 +24621,21 @@
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-		<layer id="1408" name="Constant_288993" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="16759000" size="16" />
+		<layer id="1477" name="Constant_288993" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="16759768" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
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 		</layer>
-		<layer id="1409" name="Constant_288994" type="Const" version="opset1">
+		<layer id="1478" name="Constant_288994" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="1410" name="Gather_288995" type="Gather" version="opset8">
+		<layer id="1479" name="Gather_288995" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -23663,7 +24652,7 @@
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 			</output>
 		</layer>
-		<layer id="1411" name="__module.encoder.down_blocks.4.2.attn/prim::ListConstruct_1" type="Concat" version="opset1">
+		<layer id="1480" name="__module.encoder.down_blocks.4.2.attn/prim::ListConstruct_1" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -23682,7 +24671,7 @@
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 		</layer>
-		<layer id="1412" name="__module.encoder.down_blocks.4.2.attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="1481" name="__module.encoder.down_blocks.4.2.attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23704,7 +24693,7 @@
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 			</output>
 		</layer>
-		<layer id="1413" name="ScatterElementsUpdate_232728" type="Const" version="opset1">
+		<layer id="1482" name="ScatterElementsUpdate_232728" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="300544" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -23712,7 +24701,7 @@
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 			</output>
 		</layer>
-		<layer id="1414" name="__module.encoder.down_blocks.4.2.attn/aten::movedim/Transpose_2" type="Transpose" version="opset1">
+		<layer id="1483" name="__module.encoder.down_blocks.4.2.attn/aten::movedim/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -23733,19 +24722,19 @@
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 			</output>
 		</layer>
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-			<data element_type="i4" shape="1024, 2048" offset="66009832" size="1048576" />
+		<layer id="1484" name="self.encoder.down_blocks.4.2.attn.to_out.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 2048" offset="66018536" size="1048576" />
 			<output>
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 					<dim>1024</dim>
 					<dim>2048</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1416" name="Convert_2980605" type="Convert" version="opset1">
+		<layer id="1485" name="Convert_2674141" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
 					<dim>2048</dim>
 				</port>
@@ -23757,8 +24746,51 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1417" name="self.encoder.down_blocks.4.2.attn.to_out.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1" offset="67058408" size="2048" />
+		<layer id="1486" name="self.encoder.down_blocks.4.2.attn.to_out.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1" offset="67067112" size="512" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1487" name="Convert_2674144" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1488" name="self.encoder.down_blocks.4.2.attn.to_out.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>2048</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>2048</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1489" name="self.encoder.down_blocks.4.2.attn.to_out.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="67067624" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -23766,7 +24798,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -23785,7 +24817,7 @@
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 			</output>
 		</layer>
-		<layer id="1419" name="__module.encoder.down_blocks.4.2.attn.to_out/ov_ext::linear/Convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
 			<rt_info>
 				<attribute name="decompression" version="0" />
@@ -23803,7 +24835,7 @@
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 			</output>
 		</layer>
-		<layer id="1420" name="__module.encoder.down_blocks.4.2.attn.to_out/ov_ext::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23826,7 +24858,7 @@
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 			</output>
 		</layer>
-		<layer id="1421" name="Constant_292648" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1, 1" offset="300560" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -23837,7 +24869,7 @@
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 			</output>
 		</layer>
-		<layer id="1422" name="Constant_292646" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1, 1" offset="300564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -23848,7 +24880,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23873,7 +24905,7 @@
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 			</output>
 		</layer>
-		<layer id="1424" name="Constant_232910" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
 				<port id="0" precision="I64" names="1025">
@@ -23881,7 +24913,7 @@
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 		</layer>
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 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23903,7 +24935,7 @@
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 			</output>
 		</layer>
-		<layer id="1426" name="Constant_292647" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1, 1" offset="300576" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -23914,7 +24946,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23939,7 +24971,7 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -23957,7 +24989,7 @@
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 		</layer>
-		<layer id="1429" name="__module.encoder.down_blocks.4.2.attn.norm_out/aten::rsqrt/Divide" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23982,7 +25014,7 @@
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-		<layer id="1430" name="__module.encoder.down_blocks.4.2.attn.norm_out/aten::mul/Multiply" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24007,8 +25039,8 @@
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-			<data element_type="f32" shape="1, 1, 1, 1024" offset="67060456" size="4096" />
+		<layer id="1503" name="Constant_292649" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -24018,7 +25050,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24043,8 +25075,8 @@
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+		<layer id="1505" name="Constant_292650" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -24054,7 +25086,7 @@
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 		</layer>
-		<layer id="1434" name="__module.encoder.down_blocks.4.2.attn.norm_out/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="1506" name="__module.encoder.down_blocks.4.2.attn.norm_out/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24079,7 +25111,7 @@
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 			</output>
 		</layer>
-		<layer id="1435" name="ScatterElementsUpdate_233013" type="Const" version="opset1">
+		<layer id="1507" name="ScatterElementsUpdate_233013" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="301604" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -24087,7 +25119,7 @@
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 		</layer>
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+		<layer id="1508" name="__module.encoder.down_blocks.4.2.attn/aten::movedim/Transpose_5" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -24108,7 +25140,7 @@
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 			</output>
 		</layer>
-		<layer id="1437" name="__module.encoder.down_blocks.4.2.attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="1509" name="__module.encoder.down_blocks.4.2.attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24133,8 +25165,8 @@
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-			<data element_type="u8" shape="8192, 1024, 1, 1" offset="67068648" size="8388608" />
+		<layer id="1510" name="self.encoder.down_blocks.4.2.conv_out.conv_inverted.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="8192, 1024, 1, 1" offset="67077864" size="8388608" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>8192</dim>
@@ -24144,7 +25176,7 @@
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 			</output>
 		</layer>
-		<layer id="1439" name="Convert_2877820" type="Convert" version="opset1">
+		<layer id="1511" name="Convert_2585088" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -24163,8 +25195,8 @@
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-			<data element_type="u8" shape="8192, 1, 1, 1" offset="75457256" size="8192" />
+		<layer id="1512" name="self.encoder.down_blocks.4.2.conv_out.conv_inverted.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="8192, 1, 1, 1" offset="75466472" size="8192" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>8192</dim>
@@ -24174,7 +25206,7 @@
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 			</output>
 		</layer>
-		<layer id="1441" name="Convert_2877823" type="Convert" version="opset1">
+		<layer id="1513" name="Convert_2585091" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -24193,7 +25225,7 @@
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 			</output>
 		</layer>
-		<layer id="1442" name="self.encoder.down_blocks.4.2.conv_out.conv_inverted.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1514" name="self.encoder.down_blocks.4.2.conv_out.conv_inverted.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -24218,8 +25250,8 @@
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-		<layer id="1443" name="self.encoder.down_blocks.4.2.conv_out.conv_inverted.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="8192, 1, 1, 1" offset="75465448" size="16384" />
+		<layer id="1515" name="self.encoder.down_blocks.4.2.conv_out.conv_inverted.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="8192, 1, 1, 1" offset="75474664" size="16384" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>8192</dim>
@@ -24229,7 +25261,7 @@
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 		</layer>
-		<layer id="1444" name="self.encoder.down_blocks.4.2.conv_out.conv_inverted.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1516" name="self.encoder.down_blocks.4.2.conv_out.conv_inverted.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -24254,7 +25286,7 @@
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 		</layer>
-		<layer id="1445" name="self.encoder.down_blocks.4.2.conv_out.conv_inverted.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1517" name="self.encoder.down_blocks.4.2.conv_out.conv_inverted.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -24273,7 +25305,7 @@
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-		<layer id="1446" name="__module.encoder.down_blocks.4.2.conv_out.conv_inverted/aten::_convolution/Convolution" type="Convolution" version="opset1">
+		<layer id="1518" name="__module.encoder.down_blocks.4.2.conv_out.conv_inverted/aten::_convolution/Convolution" type="Convolution" version="opset1">
 			<data strides="1, 1" dilations="1, 1" pads_begin="0, 0" pads_end="0, 0" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24298,8 +25330,8 @@
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 			</output>
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-		<layer id="1447" name="__module.encoder.down_blocks.4.2.conv_out.conv_inverted/aten::_convolution/Reshape" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 8192, 1, 1" offset="75481832" size="32768" />
+		<layer id="1519" name="__module.encoder.down_blocks.4.2.conv_out.conv_inverted/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 8192, 1, 1" offset="75491048" size="32768" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -24309,7 +25341,7 @@
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 			</output>
 		</layer>
-		<layer id="1448" name="__module.encoder.down_blocks.4.2.conv_out.conv_inverted/aten::_convolution/Add" type="Add" version="opset1">
+		<layer id="1520" name="__module.encoder.down_blocks.4.2.conv_out.conv_inverted/aten::_convolution/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24334,7 +25366,7 @@
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 			</output>
 		</layer>
-		<layer id="1449" name="__module.encoder.down_blocks.4.2.conv_out.nonlinearity/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="1521" name="__module.encoder.down_blocks.4.2.conv_out.nonlinearity/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -24352,8 +25384,8 @@
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 			</output>
 		</layer>
-		<layer id="1450" name="__module.encoder.down_blocks.4.2.conv_out.conv_depth/aten::_convolution/Reshape" type="Const" version="opset1">
-			<data element_type="u8" shape="8192, 1, 1, 3, 3" offset="75514600" size="73728" />
+		<layer id="1522" name="__module.encoder.down_blocks.4.2.conv_out.conv_depth/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="u8" shape="8192, 1, 1, 3, 3" offset="75523816" size="73728" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>8192</dim>
@@ -24364,7 +25396,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1451" name="Convert_3283277" type="Convert" version="opset1">
+		<layer id="1523" name="Convert_2937150" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -24385,8 +25417,8 @@
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 			</output>
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-		<layer id="1452" name="__module.encoder.down_blocks.4.2.conv_out.conv_depth/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="8192, 1, 1, 1, 1" offset="75588328" size="8192" />
+		<layer id="1524" name="__module.encoder.down_blocks.4.2.conv_out.conv_depth/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="8192, 1, 1, 1, 1" offset="75597544" size="8192" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>8192</dim>
@@ -24397,7 +25429,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1453" name="Convert_3283280" type="Convert" version="opset1">
+		<layer id="1525" name="Convert_2937153" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -24418,7 +25450,7 @@
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 			</output>
 		</layer>
-		<layer id="1454" name="__module.encoder.down_blocks.4.2.conv_out.conv_depth/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1526" name="__module.encoder.down_blocks.4.2.conv_out.conv_depth/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -24446,8 +25478,8 @@
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 			</output>
 		</layer>
-		<layer id="1455" name="__module.encoder.down_blocks.4.2.conv_out.conv_depth/aten::_convolution/Reshape/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="8192, 1, 1, 1, 1" offset="75596520" size="16384" />
+		<layer id="1527" name="__module.encoder.down_blocks.4.2.conv_out.conv_depth/aten::_convolution/Reshape/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="8192, 1, 1, 1, 1" offset="75605736" size="16384" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>8192</dim>
@@ -24458,7 +25490,7 @@
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 			</output>
 		</layer>
-		<layer id="1456" name="__module.encoder.down_blocks.4.2.conv_out.conv_depth/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1528" name="__module.encoder.down_blocks.4.2.conv_out.conv_depth/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -24486,7 +25518,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1457" name="__module.encoder.down_blocks.4.2.conv_out.conv_depth/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1529" name="__module.encoder.down_blocks.4.2.conv_out.conv_depth/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -24507,7 +25539,7 @@
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 			</output>
 		</layer>
-		<layer id="1458" name="__module.encoder.down_blocks.4.2.conv_out.conv_depth/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
+		<layer id="1530" name="__module.encoder.down_blocks.4.2.conv_out.conv_depth/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
 			<data strides="1, 1" pads_begin="1, 1" pads_end="1, 1" dilations="1, 1" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24533,8 +25565,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1459" name="__module.encoder.down_blocks.4.2.conv_out.conv_depth/aten::_convolution/Reshape_1" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 8192, 1, 1" offset="75612904" size="32768" />
+		<layer id="1531" name="__module.encoder.down_blocks.4.2.conv_out.conv_depth/aten::_convolution/Reshape_1" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 8192, 1, 1" offset="75622120" size="32768" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -24544,7 +25576,7 @@
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 			</output>
 		</layer>
-		<layer id="1460" name="__module.encoder.down_blocks.4.2.conv_out.conv_depth/aten::_convolution/Add" type="Add" version="opset1">
+		<layer id="1532" name="__module.encoder.down_blocks.4.2.conv_out.conv_depth/aten::_convolution/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24569,7 +25601,7 @@
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 			</output>
 		</layer>
-		<layer id="1461" name="__module.encoder.down_blocks.4.2.conv_out/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="1533" name="__module.encoder.down_blocks.4.2.conv_out/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24585,7 +25617,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1462" name="Constant_243546" type="Const" version="opset1">
+		<layer id="1534" name="Constant_243546" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895556" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -24593,7 +25625,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1463" name="__module.encoder.down_blocks.4.2.conv_out/prim::ListUnpack/Gather" type="Gather" version="opset8">
+		<layer id="1535" name="__module.encoder.down_blocks.4.2.conv_out/prim::ListUnpack/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -24608,7 +25640,7 @@
 				<port id="3" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1464" name="__module.encoder.down_blocks.4.2.conv_out/prim::ListUnpack/Divide" type="Divide" version="opset1">
+		<layer id="1536" name="__module.encoder.down_blocks.4.2.conv_out/prim::ListUnpack/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -24618,7 +25650,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1465" name="__module.encoder.down_blocks.4.2.conv_out/prim::ListUnpack/Mod" type="Mod" version="opset1">
+		<layer id="1537" name="__module.encoder.down_blocks.4.2.conv_out/prim::ListUnpack/Mod" type="Mod" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -24628,7 +25660,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1466" name="__module.encoder.down_blocks.4.2.conv_out/prim::ListUnpack/Greater" type="Greater" version="opset1">
+		<layer id="1538" name="__module.encoder.down_blocks.4.2.conv_out/prim::ListUnpack/Greater" type="Greater" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -24642,7 +25674,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1467" name="__module.encoder.down_blocks.4.2.conv_out/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
+		<layer id="1539" name="__module.encoder.down_blocks.4.2.conv_out/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
 			<data destination_type="i32" />
 			<input>
 				<port id="0" precision="BOOL">
@@ -24655,7 +25687,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1468" name="__module.encoder.down_blocks.4.2.conv_out/prim::ListUnpack/Add" type="Add" version="opset1">
+		<layer id="1540" name="__module.encoder.down_blocks.4.2.conv_out/prim::ListUnpack/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -24669,7 +25701,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1469" name="Constant_243547" type="Const" version="opset1">
+		<layer id="1541" name="Constant_243547" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895540" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -24677,7 +25709,7 @@
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 			</output>
 		</layer>
-		<layer id="1470" name="__module.encoder.down_blocks.4.2.conv_out/prim::ListUnpack/Concat" type="Concat" version="opset1">
+		<layer id="1542" name="__module.encoder.down_blocks.4.2.conv_out/prim::ListUnpack/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -24693,7 +25725,7 @@
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 			</output>
 		</layer>
-		<layer id="1471" name="__module.encoder.down_blocks.4.2.conv_out/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
+		<layer id="1543" name="__module.encoder.down_blocks.4.2.conv_out/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -24721,7 +25753,7 @@
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 			</output>
 		</layer>
-		<layer id="1472" name="__module.encoder.down_blocks.4.2.conv_out.nonlinearity/aten::silu/Swish_1" type="Swish" version="opset4">
+		<layer id="1544" name="__module.encoder.down_blocks.4.2.conv_out.nonlinearity/aten::silu/Swish_1" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -24739,7 +25771,7 @@
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 			</output>
 		</layer>
-		<layer id="1473" name="__module.encoder.down_blocks.4.2.conv_out/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1545" name="__module.encoder.down_blocks.4.2.conv_out/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24764,8 +25796,8 @@
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 			</output>
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-			<data element_type="u8" shape="1024, 4096, 1, 1" offset="75645672" size="4194304" />
+		<layer id="1546" name="self.encoder.down_blocks.4.2.conv_out.conv_point.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096, 1, 1" offset="75654888" size="4194304" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>1024</dim>
@@ -24775,7 +25807,7 @@
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 			</output>
 		</layer>
-		<layer id="1475" name="Convert_2912102" type="Convert" version="opset1">
+		<layer id="1547" name="Convert_2614768" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -24794,8 +25826,8 @@
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 			</output>
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 				<port id="0" precision="U8">
 					<dim>1024</dim>
@@ -24805,7 +25837,7 @@
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 		</layer>
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 				<port id="0" precision="U8">
@@ -24824,7 +25856,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -24849,8 +25881,8 @@
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-			<data element_type="f16" shape="1024, 1, 1, 1" offset="79841000" size="2048" />
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 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -24860,7 +25892,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -24885,7 +25917,7 @@
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 		</layer>
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+		<layer id="1553" name="self.encoder.down_blocks.4.2.conv_out.conv_point.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -24904,7 +25936,7 @@
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 		</layer>
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 			<data strides="1, 1" dilations="1, 1" pads_begin="0, 0" pads_end="0, 0" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24929,7 +25961,7 @@
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 			</output>
 		</layer>
-		<layer id="1483" name="ScatterElementsUpdate_233274" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="300544" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -24937,7 +25969,7 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -24958,7 +25990,7 @@
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 			</output>
 		</layer>
-		<layer id="1485" name="Constant_292653" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1, 1" offset="300560" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -24969,7 +26001,7 @@
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 			</output>
 		</layer>
-		<layer id="1486" name="Constant_292651" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1, 1" offset="300564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -24980,7 +26012,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25005,7 +26037,7 @@
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 			</output>
 		</layer>
-		<layer id="1488" name="Constant_233296" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
 				<port id="0" precision="I64" names="1070">
@@ -25013,7 +26045,7 @@
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 		</layer>
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 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25035,7 +26067,7 @@
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 			</output>
 		</layer>
-		<layer id="1490" name="Constant_292652" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1, 1" offset="300576" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -25046,7 +26078,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25071,7 +26103,7 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -25089,7 +26121,7 @@
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 			</output>
 		</layer>
-		<layer id="1493" name="__module.encoder.down_blocks.4.2.conv_out.norm/aten::rsqrt/Divide" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25114,7 +26146,7 @@
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 		</layer>
-		<layer id="1494" name="__module.encoder.down_blocks.4.2.conv_out.norm/aten::mul/Multiply" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25139,8 +26171,8 @@
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 		</layer>
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+		<layer id="1567" name="Constant_292654" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -25150,7 +26182,7 @@
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 			</output>
 		</layer>
-		<layer id="1496" name="__module.encoder.down_blocks.4.2.conv_out.norm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25175,8 +26207,8 @@
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-			<data element_type="f32" shape="1, 1, 1, 1024" offset="79847144" size="4096" />
+		<layer id="1569" name="Constant_292655" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -25186,7 +26218,7 @@
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 			</output>
 		</layer>
-		<layer id="1498" name="__module.encoder.down_blocks.4.2.conv_out.norm/aten::add/Add_1" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25211,7 +26243,7 @@
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 			</output>
 		</layer>
-		<layer id="1499" name="ScatterElementsUpdate_233399" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="301604" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -25219,7 +26251,7 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -25240,7 +26272,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25265,8 +26297,8 @@
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 		</layer>
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-			<data element_type="u8" shape="1024, 1024, 3, 3" offset="79851240" size="9437184" />
+		<layer id="1574" name="self.encoder.down_blocks.4.3.conv.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1024, 3, 3" offset="79860456" size="9437184" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>1024</dim>
@@ -25276,7 +26308,7 @@
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 			</output>
 		</layer>
-		<layer id="1503" name="Convert_2863135" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -25295,8 +26327,8 @@
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 		</layer>
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-			<data element_type="u8" shape="1024, 1, 1, 1" offset="89288424" size="1024" />
+		<layer id="1576" name="self.encoder.down_blocks.4.3.conv.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1, 1, 1" offset="89297640" size="1024" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>1024</dim>
@@ -25306,7 +26338,7 @@
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 			</output>
 		</layer>
-		<layer id="1505" name="Convert_2863138" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -25325,7 +26357,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -25350,8 +26382,8 @@
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-			<data element_type="f16" shape="1024, 1, 1, 1" offset="89289448" size="2048" />
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -25361,7 +26393,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -25386,7 +26418,7 @@
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 		</layer>
-		<layer id="1509" name="self.encoder.down_blocks.4.3.conv.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -25405,7 +26437,7 @@
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 			</output>
 		</layer>
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 			<data strides="2, 2" dilations="1, 1" pads_begin="1, 1" pads_end="1, 1" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25430,8 +26462,8 @@
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-			<data element_type="f32" shape="1, 1024, 1, 1" offset="89291496" size="4096" />
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -25441,7 +26473,7 @@
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 			</output>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25466,7 +26498,7 @@
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 			<data element_type="i32" shape="1" offset="895540" size="4" />
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 				<port id="0" precision="I32">
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 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25490,7 +26522,7 @@
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 			<data element_type="i32" shape="3" offset="895544" size="12" />
 			<output>
 				<port id="0" precision="I32">
@@ -25498,13 +26530,13 @@
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 			<data element_type="i32" shape="" offset="895556" size="4" />
 			<output>
 				<port id="0" precision="I32" />
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
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 			<data num_splits="3" />
 			<input>
 				<port id="0" precision="I32">
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 			<data element_type="i64" shape="1" offset="895560" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -25549,13 +26581,13 @@
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 			<data element_type="i64" shape="" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64" />
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-		<layer id="1521" name="Gather_295680" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -25572,7 +26604,7 @@
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 			</output>
 		</layer>
-		<layer id="1522" name="Constant_292656" type="Const" version="opset1">
+		<layer id="1594" name="Constant_292656" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895576" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -25580,7 +26612,7 @@
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 			</output>
 		</layer>
-		<layer id="1523" name="__module.encoder.down_blocks.4.3/aten::pixel_unshuffle/Divide" type="Divide" version="opset1">
+		<layer id="1595" name="__module.encoder.down_blocks.4.3/aten::pixel_unshuffle/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32">
@@ -25596,7 +26628,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1524" name="Constant_295684" type="Const" version="opset1">
+		<layer id="1596" name="Constant_295684" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895580" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -25604,13 +26636,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1525" name="Constant_295685" type="Const" version="opset1">
+		<layer id="1597" name="Constant_295685" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1526" name="Gather_295686" type="Gather" version="opset8">
+		<layer id="1598" name="Gather_295686" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -25627,7 +26659,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1527" name="Constant_292657" type="Const" version="opset1">
+		<layer id="1599" name="Constant_292657" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895576" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -25635,7 +26667,7 @@
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 			</output>
 		</layer>
-		<layer id="1528" name="__module.encoder.down_blocks.4.3/aten::pixel_unshuffle/Divide_1" type="Divide" version="opset1">
+		<layer id="1600" name="__module.encoder.down_blocks.4.3/aten::pixel_unshuffle/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32">
@@ -25651,7 +26683,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1529" name="__module.encoder.down_blocks.4.3/aten::pixel_unshuffle/Concat" type="Concat" version="opset1">
+		<layer id="1601" name="__module.encoder.down_blocks.4.3/aten::pixel_unshuffle/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -25679,7 +26711,7 @@
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 			</output>
 		</layer>
-		<layer id="1530" name="__module.encoder.down_blocks.4.3/aten::pixel_unshuffle/Reshape" type="Reshape" version="opset1">
+		<layer id="1602" name="__module.encoder.down_blocks.4.3/aten::pixel_unshuffle/Reshape" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25703,7 +26735,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1531" name="__module.encoder.down_blocks.4.3/aten::pixel_unshuffle/Constant_4" type="Const" version="opset1">
+		<layer id="1603" name="__module.encoder.down_blocks.4.3/aten::pixel_unshuffle/Constant_4" type="Const" version="opset1">
 			<data element_type="i32" shape="6" offset="895588" size="24" />
 			<output>
 				<port id="0" precision="I32">
@@ -25711,7 +26743,7 @@
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 			</output>
 		</layer>
-		<layer id="1532" name="__module.encoder.down_blocks.4.3/aten::pixel_unshuffle/Transpose" type="Transpose" version="opset1">
+		<layer id="1604" name="__module.encoder.down_blocks.4.3/aten::pixel_unshuffle/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -25736,7 +26768,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1533" name="__module.encoder.down_blocks.4.3/aten::pixel_unshuffle/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1605" name="__module.encoder.down_blocks.4.3/aten::pixel_unshuffle/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32">
@@ -25752,7 +26784,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1534" name="__module.encoder.down_blocks.4.3/aten::pixel_unshuffle/Concat_1" type="Concat" version="opset1">
+		<layer id="1606" name="__module.encoder.down_blocks.4.3/aten::pixel_unshuffle/Concat_1" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -25774,7 +26806,7 @@
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 			</output>
 		</layer>
-		<layer id="1535" name="__module.encoder.down_blocks.4.3/aten::pixel_unshuffle/Reshape_1" type="Reshape" version="opset1">
+		<layer id="1607" name="__module.encoder.down_blocks.4.3/aten::pixel_unshuffle/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25798,7 +26830,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1536" name="__module.encoder.down_blocks.4.3/aten::unflatten/Convert" type="Const" version="opset1">
+		<layer id="1608" name="__module.encoder.down_blocks.4.3/aten::unflatten/Convert" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="16265872" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -25806,7 +26838,7 @@
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 			</output>
 		</layer>
-		<layer id="1537" name="__module.encoder.down_blocks.4.3/aten::unflatten/Add" type="Const" version="opset1">
+		<layer id="1609" name="__module.encoder.down_blocks.4.3/aten::unflatten/Add" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895576" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -25814,7 +26846,7 @@
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 			</output>
 		</layer>
-		<layer id="1538" name="__module.encoder.down_blocks.4.3/aten::unflatten/Constant_2" type="Const" version="opset1">
+		<layer id="1610" name="__module.encoder.down_blocks.4.3/aten::unflatten/Constant_2" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895624" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -25822,7 +26854,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1539" name="__module.encoder.down_blocks.4.3/aten::unflatten/Constant_1" type="Const" version="opset1">
+		<layer id="1611" name="__module.encoder.down_blocks.4.3/aten::unflatten/Constant_1" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895628" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -25830,7 +26862,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1540" name="Constant_233670" type="Const" version="opset1">
+		<layer id="1612" name="Constant_233670" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -25838,7 +26870,7 @@
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 			</output>
 		</layer>
-		<layer id="1541" name="__module.encoder.down_blocks.4.3/aten::unflatten/Slice_1" type="Slice" version="opset8">
+		<layer id="1613" name="__module.encoder.down_blocks.4.3/aten::unflatten/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="I32">
 					<dim>4</dim>
@@ -25862,7 +26894,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1542" name="__module.encoder.down_blocks.4.3/aten::unflatten/Concat" type="Concat" version="opset1">
+		<layer id="1614" name="__module.encoder.down_blocks.4.3/aten::unflatten/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -25881,7 +26913,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1543" name="__module.encoder.down_blocks.4.3/aten::unflatten/Reshape" type="Reshape" version="opset1">
+		<layer id="1615" name="__module.encoder.down_blocks.4.3/aten::unflatten/Reshape" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25904,7 +26936,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1544" name="Constant_233682" type="Const" version="opset1">
+		<layer id="1616" name="Constant_233682" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895560" size="8" />
 			<output>
 				<port id="0" precision="I64" names="1090">
@@ -25912,7 +26944,7 @@
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 			</output>
 		</layer>
-		<layer id="1545" name="__module.encoder.down_blocks.4.3/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="1617" name="__module.encoder.down_blocks.4.3/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25935,7 +26967,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1546" name="__module.encoder.down_blocks.4.3/aten::add/Add" type="Add" version="opset1">
+		<layer id="1618" name="__module.encoder.down_blocks.4.3/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25960,7 +26992,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1547" name="ScatterElementsUpdate_233782" type="Const" version="opset1">
+		<layer id="1619" name="ScatterElementsUpdate_233782" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="300544" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -25968,7 +27000,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1548" name="__module.encoder.down_blocks.5.0.attn/aten::movedim/Transpose" type="Transpose" version="opset1">
+		<layer id="1620" name="__module.encoder.down_blocks.5.0.attn/aten::movedim/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -25989,32 +27021,75 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1549" name="self.encoder.down_blocks.5.0.attn.to_q.weight" type="Const" version="opset1">
-			<data element_type="i4" shape="1024, 1024" offset="89295592" size="524288" />
+		<layer id="1621" name="self.encoder.down_blocks.5.0.attn.to_q.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1024" offset="89304808" size="524288" />
 			<output>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1550" name="Convert_3073176" type="Convert" version="opset1">
+		<layer id="1622" name="Convert_2754759" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1623" name="self.encoder.down_blocks.5.0.attn.to_q.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1" offset="89829096" size="512" />
+			<output>
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1624" name="Convert_2754762" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1625" name="self.encoder.down_blocks.5.0.attn.to_q.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
 					<dim>1024</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1551" name="self.encoder.down_blocks.5.0.attn.to_q.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1" offset="89819880" size="2048" />
+		<layer id="1626" name="self.encoder.down_blocks.5.0.attn.to_q.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="89829608" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -26022,7 +27097,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1552" name="self.encoder.down_blocks.5.0.attn.to_q.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1627" name="self.encoder.down_blocks.5.0.attn.to_q.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -26041,7 +27116,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1553" name="__module.encoder.down_blocks.5.0.attn.to_q/ov_ext::linear/Convert" type="Convert" version="opset1">
+		<layer id="1628" name="__module.encoder.down_blocks.5.0.attn.to_q/ov_ext::linear/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<rt_info>
 				<attribute name="decompression" version="0" />
@@ -26059,7 +27134,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1554" name="__module.encoder.down_blocks.5.0.attn.to_q/ov_ext::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1629" name="__module.encoder.down_blocks.5.0.attn.to_q/ov_ext::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26082,19 +27157,19 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1555" name="self.encoder.down_blocks.5.0.attn.to_k.weight" type="Const" version="opset1">
-			<data element_type="i4" shape="1024, 1024" offset="89821928" size="524288" />
+		<layer id="1630" name="self.encoder.down_blocks.5.0.attn.to_k.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1024" offset="89831656" size="524288" />
 			<output>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1556" name="Convert_3068320" type="Convert" version="opset1">
+		<layer id="1631" name="Convert_2750515" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
 					<dim>1024</dim>
 				</port>
@@ -26106,16 +27181,59 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1557" name="self.encoder.down_blocks.5.0.attn.to_k.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1" offset="90346216" size="2048" />
+		<layer id="1632" name="self.encoder.down_blocks.5.0.attn.to_k.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1" offset="90355944" size="512" />
 			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1633" name="Convert_2750518" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1634" name="self.encoder.down_blocks.5.0.attn.to_k.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
 				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="FP16">
 					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="1558" name="self.encoder.down_blocks.5.0.attn.to_k.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1635" name="self.encoder.down_blocks.5.0.attn.to_k.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="90356456" size="2048" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1636" name="self.encoder.down_blocks.5.0.attn.to_k.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -26134,7 +27252,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1559" name="__module.encoder.down_blocks.5.0.attn.to_k/ov_ext::linear/Convert" type="Convert" version="opset1">
+		<layer id="1637" name="__module.encoder.down_blocks.5.0.attn.to_k/ov_ext::linear/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<rt_info>
 				<attribute name="decompression" version="0" />
@@ -26152,7 +27270,7 @@
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 			</output>
 		</layer>
-		<layer id="1560" name="__module.encoder.down_blocks.5.0.attn.to_k/ov_ext::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1638" name="__module.encoder.down_blocks.5.0.attn.to_k/ov_ext::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26175,19 +27293,19 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1561" name="self.encoder.down_blocks.5.0.attn.to_v.weight" type="Const" version="opset1">
-			<data element_type="i4" shape="1024, 1024" offset="90348264" size="524288" />
+		<layer id="1639" name="self.encoder.down_blocks.5.0.attn.to_v.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1024" offset="90358504" size="524288" />
 			<output>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1562" name="Convert_3063464" type="Convert" version="opset1">
+		<layer id="1640" name="Convert_2746271" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
 					<dim>1024</dim>
 				</port>
@@ -26199,8 +27317,51 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1563" name="self.encoder.down_blocks.5.0.attn.to_v.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1" offset="90872552" size="2048" />
+		<layer id="1641" name="self.encoder.down_blocks.5.0.attn.to_v.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1" offset="90882792" size="512" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1642" name="Convert_2746274" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1643" name="self.encoder.down_blocks.5.0.attn.to_v.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1644" name="self.encoder.down_blocks.5.0.attn.to_v.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="90883304" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -26208,7 +27369,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1564" name="self.encoder.down_blocks.5.0.attn.to_v.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1645" name="self.encoder.down_blocks.5.0.attn.to_v.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -26227,7 +27388,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1565" name="__module.encoder.down_blocks.5.0.attn.to_v/ov_ext::linear/Convert" type="Convert" version="opset1">
+		<layer id="1646" name="__module.encoder.down_blocks.5.0.attn.to_v/ov_ext::linear/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<rt_info>
 				<attribute name="decompression" version="0" />
@@ -26245,7 +27406,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1566" name="__module.encoder.down_blocks.5.0.attn.to_v/ov_ext::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1647" name="__module.encoder.down_blocks.5.0.attn.to_v/ov_ext::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26268,7 +27429,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1567" name="__module.encoder.down_blocks.5.0.attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="1648" name="__module.encoder.down_blocks.5.0.attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="3" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26299,7 +27460,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1568" name="ScatterElementsUpdate_233876" type="Const" version="opset1">
+		<layer id="1649" name="ScatterElementsUpdate_233876" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="301604" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -26307,7 +27468,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1569" name="__module.encoder.down_blocks.5.0.attn/aten::movedim/Transpose_1" type="Transpose" version="opset1">
+		<layer id="1650" name="__module.encoder.down_blocks.5.0.attn/aten::movedim/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -26328,8 +27489,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1570" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape" type="Const" version="opset1">
-			<data element_type="u8" shape="3072, 1, 1, 5, 5" offset="90874600" size="76800" />
+		<layer id="1651" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="u8" shape="3072, 1, 1, 5, 5" offset="90885352" size="76800" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>3072</dim>
@@ -26340,7 +27501,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1571" name="Convert_3258717" type="Convert" version="opset1">
+		<layer id="1652" name="Convert_2915950" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -26361,8 +27522,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1572" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="3072, 1, 1, 1, 1" offset="90951400" size="3072" />
+		<layer id="1653" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="3072, 1, 1, 1, 1" offset="90962152" size="3072" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>3072</dim>
@@ -26373,7 +27534,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1573" name="Convert_3258720" type="Convert" version="opset1">
+		<layer id="1654" name="Convert_2915953" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -26394,7 +27555,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1574" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1655" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -26422,8 +27583,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1575" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="3072, 1, 1, 1, 1" offset="90954472" size="6144" />
+		<layer id="1656" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="3072, 1, 1, 1, 1" offset="90965224" size="6144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>3072</dim>
@@ -26434,7 +27595,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1576" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1657" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -26462,7 +27623,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1577" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1658" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -26483,7 +27644,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1578" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
+		<layer id="1659" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
 			<data strides="1, 1" pads_begin="2, 2" pads_end="2, 2" dilations="1, 1" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26509,8 +27670,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1579" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape" type="Const" version="opset1">
-			<data element_type="u8" shape="96, 32, 32, 1, 1" offset="90960616" size="98304" />
+		<layer id="1660" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="u8" shape="96, 32, 32, 1, 1" offset="90971368" size="98304" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>96</dim>
@@ -26521,7 +27682,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1580" name="Convert_3229279" type="Convert" version="opset1">
+		<layer id="1661" name="Convert_2890510" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -26542,8 +27703,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1581" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="96, 32, 1, 1, 1" offset="91058920" size="3072" />
+		<layer id="1662" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="96, 32, 1, 1, 1" offset="91069672" size="3072" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>96</dim>
@@ -26554,7 +27715,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1582" name="Convert_3229282" type="Convert" version="opset1">
+		<layer id="1663" name="Convert_2890513" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -26575,7 +27736,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1583" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1664" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -26603,8 +27764,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1584" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="96, 32, 1, 1, 1" offset="91061992" size="6144" />
+		<layer id="1665" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="96, 32, 1, 1, 1" offset="91072744" size="6144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>96</dim>
@@ -26615,7 +27776,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1585" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1666" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -26643,7 +27804,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1586" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1667" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -26664,7 +27825,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1587" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
+		<layer id="1668" name="__module.encoder.down_blocks.5.0.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
 			<data strides="1, 1" pads_begin="0, 0" pads_end="0, 0" dilations="1, 1" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26690,7 +27851,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1588" name="__module.encoder.down_blocks.5.0.attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="1669" name="__module.encoder.down_blocks.5.0.attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26715,7 +27876,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1589" name="Constant_234057" type="Const" version="opset1">
+		<layer id="1670" name="Constant_234057" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -26723,15 +27884,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1590" name="Constant_234058" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="16758936" size="8" />
+		<layer id="1671" name="Constant_234058" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="16759704" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1591" name="ShapeOf_295708" type="ShapeOf" version="opset3">
+		<layer id="1672" name="ShapeOf_295708" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26747,7 +27908,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1592" name="Constant_295709" type="Const" version="opset1">
+		<layer id="1673" name="Constant_295709" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895560" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -26755,13 +27916,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1593" name="Constant_295710" type="Const" version="opset1">
+		<layer id="1674" name="Constant_295710" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1594" name="Gather_295711" type="Gather" version="opset8">
+		<layer id="1675" name="Gather_295711" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -26778,7 +27939,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1595" name="Constant_295713" type="Const" version="opset1">
+		<layer id="1676" name="Constant_295713" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895580" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -26786,13 +27947,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1596" name="Constant_295714" type="Const" version="opset1">
+		<layer id="1677" name="Constant_295714" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1597" name="Gather_295715" type="Gather" version="opset8">
+		<layer id="1678" name="Gather_295715" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -26809,7 +27970,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1598" name="__module.encoder.down_blocks.5.0.attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1679" name="__module.encoder.down_blocks.5.0.attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -26825,7 +27986,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1599" name="__module.encoder.down_blocks.5.0.attn/prim::ListConstruct" type="Concat" version="opset1">
+		<layer id="1680" name="__module.encoder.down_blocks.5.0.attn/prim::ListConstruct" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -26847,7 +28008,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1600" name="__module.encoder.down_blocks.5.0.attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="1681" name="__module.encoder.down_blocks.5.0.attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26869,7 +28030,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1601" name="__module.encoder.down_blocks.5.0.attn/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="1682" name="__module.encoder.down_blocks.5.0.attn/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26885,7 +28046,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1602" name="Constant_243618" type="Const" version="opset1">
+		<layer id="1683" name="Constant_243618" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895556" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -26893,7 +28054,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1603" name="__module.encoder.down_blocks.5.0.attn/prim::ListUnpack/Gather" type="Gather" version="opset8">
+		<layer id="1684" name="__module.encoder.down_blocks.5.0.attn/prim::ListUnpack/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -26908,7 +28069,7 @@
 				<port id="3" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1604" name="__module.encoder.down_blocks.5.0.attn/prim::ListUnpack/Divide" type="Divide" version="opset1">
+		<layer id="1685" name="__module.encoder.down_blocks.5.0.attn/prim::ListUnpack/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -26918,7 +28079,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1605" name="__module.encoder.down_blocks.5.0.attn/prim::ListUnpack/Mod" type="Mod" version="opset1">
+		<layer id="1686" name="__module.encoder.down_blocks.5.0.attn/prim::ListUnpack/Mod" type="Mod" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -26928,7 +28089,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1606" name="__module.encoder.down_blocks.5.0.attn/prim::ListUnpack/Greater" type="Greater" version="opset1">
+		<layer id="1687" name="__module.encoder.down_blocks.5.0.attn/prim::ListUnpack/Greater" type="Greater" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -26942,7 +28103,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1607" name="__module.encoder.down_blocks.5.0.attn/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
+		<layer id="1688" name="__module.encoder.down_blocks.5.0.attn/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
 			<data destination_type="i32" />
 			<input>
 				<port id="0" precision="BOOL">
@@ -26955,7 +28116,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1608" name="__module.encoder.down_blocks.5.0.attn/prim::ListUnpack/Add" type="Add" version="opset1">
+		<layer id="1689" name="__module.encoder.down_blocks.5.0.attn/prim::ListUnpack/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -26969,7 +28130,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1609" name="Constant_243627" type="Const" version="opset1">
+		<layer id="1690" name="Constant_243627" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895576" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -26977,7 +28138,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1610" name="__module.encoder.down_blocks.5.0.attn/prim::ListUnpack/Broadcast" type="Broadcast" version="opset3">
+		<layer id="1691" name="__module.encoder.down_blocks.5.0.attn/prim::ListUnpack/Broadcast" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="I32">
@@ -26993,7 +28154,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1611" name="Constant_243619" type="Const" version="opset1">
+		<layer id="1692" name="Constant_243619" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895540" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -27001,7 +28162,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1612" name="__module.encoder.down_blocks.5.0.attn/prim::ListUnpack/Concat" type="Concat" version="opset1">
+		<layer id="1693" name="__module.encoder.down_blocks.5.0.attn/prim::ListUnpack/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -27017,7 +28178,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1613" name="__module.encoder.down_blocks.5.0.attn/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
+		<layer id="1694" name="__module.encoder.down_blocks.5.0.attn/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -27051,7 +28212,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1614" name="__module.encoder.down_blocks.5.0.attn.nonlinearity/aten::relu/Relu" type="ReLU" version="opset1">
+		<layer id="1695" name="__module.encoder.down_blocks.5.0.attn.nonlinearity/aten::relu/Relu" type="ReLU" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -27069,7 +28230,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1615" name="__module.encoder.down_blocks.5.0.attn.nonlinearity/aten::relu/Relu_1" type="ReLU" version="opset1">
+		<layer id="1696" name="__module.encoder.down_blocks.5.0.attn.nonlinearity/aten::relu/Relu_1" type="ReLU" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -27087,7 +28248,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1616" name="__module.encoder.down_blocks.5.0.attn/aten::matmul/MatMul" type="MatMul" version="opset1">
+		<layer id="1697" name="__module.encoder.down_blocks.5.0.attn/aten::matmul/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="true" transpose_b="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27112,7 +28273,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1617" name="Constant_234280" type="Const" version="opset1">
+		<layer id="1698" name="Constant_234280" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895560" size="8" />
 			<output>
 				<port id="0" precision="I64" names="1149">
@@ -27120,7 +28281,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1618" name="__module.encoder.down_blocks.5.0.attn/aten::sum/ReduceSum" type="ReduceSum" version="opset1">
+		<layer id="1699" name="__module.encoder.down_blocks.5.0.attn/aten::sum/ReduceSum" type="ReduceSum" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27142,8 +28303,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1619" name="Constant_292658" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="16758996" size="4" />
+		<layer id="1700" name="Constant_292658" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="16759764" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -27153,7 +28314,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1620" name="__module.encoder.down_blocks.5.0.attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="1701" name="__module.encoder.down_blocks.5.0.attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27178,7 +28339,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1621" name="__module.encoder.down_blocks.5.0.attn/aten::div/Divide" type="Divide" version="opset1">
+		<layer id="1702" name="__module.encoder.down_blocks.5.0.attn/aten::div/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27203,7 +28364,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1622" name="__module.encoder.down_blocks.5.0.attn/aten::matmul/MatMul_1" type="MatMul" version="opset1">
+		<layer id="1703" name="__module.encoder.down_blocks.5.0.attn/aten::matmul/MatMul_1" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27228,7 +28389,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1623" name="Constant_234301" type="Const" version="opset1">
+		<layer id="1704" name="Constant_234301" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -27236,21 +28397,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1624" name="Constant_288998" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="16759000" size="16" />
+		<layer id="1705" name="Constant_288998" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="16759768" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1625" name="Constant_288999" type="Const" version="opset1">
+		<layer id="1706" name="Constant_288999" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1626" name="Gather_289000" type="Gather" version="opset8">
+		<layer id="1707" name="Gather_289000" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -27267,7 +28428,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1627" name="__module.encoder.down_blocks.5.0.attn/prim::ListConstruct_1" type="Concat" version="opset1">
+		<layer id="1708" name="__module.encoder.down_blocks.5.0.attn/prim::ListConstruct_1" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -27286,7 +28447,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1628" name="__module.encoder.down_blocks.5.0.attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="1709" name="__module.encoder.down_blocks.5.0.attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27308,7 +28469,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1629" name="ScatterElementsUpdate_234375" type="Const" version="opset1">
+		<layer id="1710" name="ScatterElementsUpdate_234375" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="300544" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -27316,7 +28477,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1630" name="__module.encoder.down_blocks.5.0.attn/aten::movedim/Transpose_2" type="Transpose" version="opset1">
+		<layer id="1711" name="__module.encoder.down_blocks.5.0.attn/aten::movedim/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -27337,19 +28498,19 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1631" name="self.encoder.down_blocks.5.0.attn.to_out.weight" type="Const" version="opset1">
-			<data element_type="i4" shape="1024, 2048" offset="91068136" size="1048576" />
+		<layer id="1712" name="self.encoder.down_blocks.5.0.attn.to_out.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 2048" offset="91078888" size="1048576" />
 			<output>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
 					<dim>2048</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1632" name="Convert_2985461" type="Convert" version="opset1">
+		<layer id="1713" name="Convert_2678385" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
 					<dim>2048</dim>
 				</port>
@@ -27361,16 +28522,59 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1633" name="self.encoder.down_blocks.5.0.attn.to_out.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1" offset="92116712" size="2048" />
+		<layer id="1714" name="self.encoder.down_blocks.5.0.attn.to_out.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1" offset="92127464" size="512" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1715" name="Convert_2678388" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
 			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1716" name="self.encoder.down_blocks.5.0.attn.to_out.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
 				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>2048</dim>
+				</port>
+				<port id="1" precision="FP16">
 					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>2048</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="1634" name="self.encoder.down_blocks.5.0.attn.to_out.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1717" name="self.encoder.down_blocks.5.0.attn.to_out.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="92127976" size="2048" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1718" name="self.encoder.down_blocks.5.0.attn.to_out.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -27389,7 +28593,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1635" name="__module.encoder.down_blocks.5.0.attn.to_out/ov_ext::linear/Convert" type="Convert" version="opset1">
+		<layer id="1719" name="__module.encoder.down_blocks.5.0.attn.to_out/ov_ext::linear/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<rt_info>
 				<attribute name="decompression" version="0" />
@@ -27407,7 +28611,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1636" name="__module.encoder.down_blocks.5.0.attn.to_out/ov_ext::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1720" name="__module.encoder.down_blocks.5.0.attn.to_out/ov_ext::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27430,7 +28634,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1637" name="Constant_292661" type="Const" version="opset1">
+		<layer id="1721" name="Constant_292661" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1, 1" offset="300560" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -27441,7 +28645,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1638" name="Constant_292659" type="Const" version="opset1">
+		<layer id="1722" name="Constant_292659" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1, 1" offset="300564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -27452,7 +28656,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1639" name="__module.encoder.down_blocks.5.0.attn.norm_out/aten::pow/Power" type="Power" version="opset1">
+		<layer id="1723" name="__module.encoder.down_blocks.5.0.attn.norm_out/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27477,7 +28681,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1640" name="Constant_234557" type="Const" version="opset1">
+		<layer id="1724" name="Constant_234557" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
 				<port id="0" precision="I64" names="1166">
@@ -27485,7 +28689,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1641" name="__module.encoder.down_blocks.5.0.attn.norm_out/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="1725" name="__module.encoder.down_blocks.5.0.attn.norm_out/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27507,7 +28711,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1642" name="Constant_292660" type="Const" version="opset1">
+		<layer id="1726" name="Constant_292660" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1, 1" offset="300576" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -27518,7 +28722,7 @@
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 			</output>
 		</layer>
-		<layer id="1643" name="__module.encoder.down_blocks.5.0.attn.norm_out/aten::add/Add" type="Add" version="opset1">
+		<layer id="1727" name="__module.encoder.down_blocks.5.0.attn.norm_out/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27543,7 +28747,7 @@
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 			</output>
 		</layer>
-		<layer id="1644" name="__module.encoder.down_blocks.5.0.attn.norm_out/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="1728" name="__module.encoder.down_blocks.5.0.attn.norm_out/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -27561,7 +28765,7 @@
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 			</output>
 		</layer>
-		<layer id="1645" name="__module.encoder.down_blocks.5.0.attn.norm_out/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="1729" name="__module.encoder.down_blocks.5.0.attn.norm_out/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27586,7 +28790,7 @@
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 			</output>
 		</layer>
-		<layer id="1646" name="__module.encoder.down_blocks.5.0.attn.norm_out/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1730" name="__module.encoder.down_blocks.5.0.attn.norm_out/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27611,8 +28815,8 @@
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 			</output>
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-		<layer id="1647" name="Constant_292662" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1024" offset="92118760" size="4096" />
+		<layer id="1731" name="Constant_292662" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1024" offset="92130024" size="4096" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -27622,7 +28826,7 @@
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 			</output>
 		</layer>
-		<layer id="1648" name="__module.encoder.down_blocks.5.0.attn.norm_out/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1732" name="__module.encoder.down_blocks.5.0.attn.norm_out/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27647,8 +28851,8 @@
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-		<layer id="1649" name="Constant_292663" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1024" offset="92122856" size="4096" />
+		<layer id="1733" name="Constant_292663" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1024" offset="92134120" size="4096" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -27658,7 +28862,7 @@
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 			</output>
 		</layer>
-		<layer id="1650" name="__module.encoder.down_blocks.5.0.attn.norm_out/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="1734" name="__module.encoder.down_blocks.5.0.attn.norm_out/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27683,7 +28887,7 @@
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 			</output>
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-		<layer id="1651" name="ScatterElementsUpdate_234660" type="Const" version="opset1">
+		<layer id="1735" name="ScatterElementsUpdate_234660" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="301604" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -27691,7 +28895,7 @@
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 		</layer>
-		<layer id="1652" name="__module.encoder.down_blocks.5.0.attn/aten::movedim/Transpose_5" type="Transpose" version="opset1">
+		<layer id="1736" name="__module.encoder.down_blocks.5.0.attn/aten::movedim/Transpose_5" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -27712,7 +28916,7 @@
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 			</output>
 		</layer>
-		<layer id="1653" name="__module.encoder.down_blocks.5.0.attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="1737" name="__module.encoder.down_blocks.5.0.attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27737,8 +28941,8 @@
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-			<data element_type="u8" shape="8192, 1024, 1, 1" offset="92126952" size="8388608" />
+		<layer id="1738" name="self.encoder.down_blocks.5.0.conv_out.conv_inverted.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="8192, 1024, 1, 1" offset="92138216" size="8388608" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>8192</dim>
@@ -27748,7 +28952,7 @@
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 			</output>
 		</layer>
-		<layer id="1655" name="Convert_2882715" type="Convert" version="opset1">
+		<layer id="1739" name="Convert_2589328" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -27767,8 +28971,8 @@
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-			<data element_type="u8" shape="8192, 1, 1, 1" offset="100515560" size="8192" />
+		<layer id="1740" name="self.encoder.down_blocks.5.0.conv_out.conv_inverted.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="8192, 1, 1, 1" offset="100526824" size="8192" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>8192</dim>
@@ -27778,7 +28982,7 @@
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 			</output>
 		</layer>
-		<layer id="1657" name="Convert_2882718" type="Convert" version="opset1">
+		<layer id="1741" name="Convert_2589331" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -27797,7 +29001,7 @@
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 		</layer>
-		<layer id="1658" name="self.encoder.down_blocks.5.0.conv_out.conv_inverted.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1742" name="self.encoder.down_blocks.5.0.conv_out.conv_inverted.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -27822,8 +29026,8 @@
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-		<layer id="1659" name="self.encoder.down_blocks.5.0.conv_out.conv_inverted.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="8192, 1, 1, 1" offset="100523752" size="16384" />
+		<layer id="1743" name="self.encoder.down_blocks.5.0.conv_out.conv_inverted.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="8192, 1, 1, 1" offset="100535016" size="16384" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>8192</dim>
@@ -27833,7 +29037,7 @@
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 			</output>
 		</layer>
-		<layer id="1660" name="self.encoder.down_blocks.5.0.conv_out.conv_inverted.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1744" name="self.encoder.down_blocks.5.0.conv_out.conv_inverted.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -27858,7 +29062,7 @@
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 			</output>
 		</layer>
-		<layer id="1661" name="self.encoder.down_blocks.5.0.conv_out.conv_inverted.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1745" name="self.encoder.down_blocks.5.0.conv_out.conv_inverted.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -27877,7 +29081,7 @@
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 			</output>
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-		<layer id="1662" name="__module.encoder.down_blocks.5.0.conv_out.conv_inverted/aten::_convolution/Convolution" type="Convolution" version="opset1">
+		<layer id="1746" name="__module.encoder.down_blocks.5.0.conv_out.conv_inverted/aten::_convolution/Convolution" type="Convolution" version="opset1">
 			<data strides="1, 1" dilations="1, 1" pads_begin="0, 0" pads_end="0, 0" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27902,8 +29106,8 @@
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 			</output>
 		</layer>
-		<layer id="1663" name="__module.encoder.down_blocks.5.0.conv_out.conv_inverted/aten::_convolution/Reshape" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 8192, 1, 1" offset="100540136" size="32768" />
+		<layer id="1747" name="__module.encoder.down_blocks.5.0.conv_out.conv_inverted/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 8192, 1, 1" offset="100551400" size="32768" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -27913,7 +29117,7 @@
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 			</output>
 		</layer>
-		<layer id="1664" name="__module.encoder.down_blocks.5.0.conv_out.conv_inverted/aten::_convolution/Add" type="Add" version="opset1">
+		<layer id="1748" name="__module.encoder.down_blocks.5.0.conv_out.conv_inverted/aten::_convolution/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27938,7 +29142,7 @@
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 			</output>
 		</layer>
-		<layer id="1665" name="__module.encoder.down_blocks.5.0.conv_out.nonlinearity/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="1749" name="__module.encoder.down_blocks.5.0.conv_out.nonlinearity/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -27956,8 +29160,8 @@
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 			</output>
 		</layer>
-		<layer id="1666" name="__module.encoder.down_blocks.5.0.conv_out.conv_depth/aten::_convolution/Reshape" type="Const" version="opset1">
-			<data element_type="u8" shape="8192, 1, 1, 3, 3" offset="100572904" size="73728" />
+		<layer id="1750" name="__module.encoder.down_blocks.5.0.conv_out.conv_depth/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="u8" shape="8192, 1, 1, 3, 3" offset="100584168" size="73728" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>8192</dim>
@@ -27968,7 +29172,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1667" name="Convert_3288189" type="Convert" version="opset1">
+		<layer id="1751" name="Convert_2941390" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -27989,8 +29193,8 @@
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 			</output>
 		</layer>
-		<layer id="1668" name="__module.encoder.down_blocks.5.0.conv_out.conv_depth/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="8192, 1, 1, 1, 1" offset="100646632" size="8192" />
+		<layer id="1752" name="__module.encoder.down_blocks.5.0.conv_out.conv_depth/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="8192, 1, 1, 1, 1" offset="100657896" size="8192" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>8192</dim>
@@ -28001,7 +29205,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1669" name="Convert_3288192" type="Convert" version="opset1">
+		<layer id="1753" name="Convert_2941393" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -28022,7 +29226,7 @@
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 			</output>
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-		<layer id="1670" name="__module.encoder.down_blocks.5.0.conv_out.conv_depth/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1754" name="__module.encoder.down_blocks.5.0.conv_out.conv_depth/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -28050,8 +29254,8 @@
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 			</output>
 		</layer>
-		<layer id="1671" name="__module.encoder.down_blocks.5.0.conv_out.conv_depth/aten::_convolution/Reshape/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="8192, 1, 1, 1, 1" offset="100654824" size="16384" />
+		<layer id="1755" name="__module.encoder.down_blocks.5.0.conv_out.conv_depth/aten::_convolution/Reshape/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="8192, 1, 1, 1, 1" offset="100666088" size="16384" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>8192</dim>
@@ -28062,7 +29266,7 @@
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 			</output>
 		</layer>
-		<layer id="1672" name="__module.encoder.down_blocks.5.0.conv_out.conv_depth/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1756" name="__module.encoder.down_blocks.5.0.conv_out.conv_depth/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -28090,7 +29294,7 @@
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 			</output>
 		</layer>
-		<layer id="1673" name="__module.encoder.down_blocks.5.0.conv_out.conv_depth/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1757" name="__module.encoder.down_blocks.5.0.conv_out.conv_depth/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -28111,7 +29315,7 @@
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 			</output>
 		</layer>
-		<layer id="1674" name="__module.encoder.down_blocks.5.0.conv_out.conv_depth/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
+		<layer id="1758" name="__module.encoder.down_blocks.5.0.conv_out.conv_depth/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
 			<data strides="1, 1" pads_begin="1, 1" pads_end="1, 1" dilations="1, 1" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28137,8 +29341,8 @@
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 			</output>
 		</layer>
-		<layer id="1675" name="__module.encoder.down_blocks.5.0.conv_out.conv_depth/aten::_convolution/Reshape_1" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 8192, 1, 1" offset="100671208" size="32768" />
+		<layer id="1759" name="__module.encoder.down_blocks.5.0.conv_out.conv_depth/aten::_convolution/Reshape_1" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 8192, 1, 1" offset="100682472" size="32768" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -28148,7 +29352,7 @@
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 			</output>
 		</layer>
-		<layer id="1676" name="__module.encoder.down_blocks.5.0.conv_out.conv_depth/aten::_convolution/Add" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28173,7 +29377,7 @@
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 			</output>
 		</layer>
-		<layer id="1677" name="__module.encoder.down_blocks.5.0.conv_out/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
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 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28189,7 +29393,7 @@
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 			</output>
 		</layer>
-		<layer id="1678" name="Constant_243690" type="Const" version="opset1">
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 			<data element_type="i32" shape="1" offset="895556" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -28197,7 +29401,7 @@
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 			</output>
 		</layer>
-		<layer id="1679" name="__module.encoder.down_blocks.5.0.conv_out/prim::ListUnpack/Gather" type="Gather" version="opset8">
+		<layer id="1763" name="__module.encoder.down_blocks.5.0.conv_out/prim::ListUnpack/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -28212,7 +29416,7 @@
 				<port id="3" precision="I32" />
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 		</layer>
-		<layer id="1680" name="__module.encoder.down_blocks.5.0.conv_out/prim::ListUnpack/Divide" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -28222,7 +29426,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1681" name="__module.encoder.down_blocks.5.0.conv_out/prim::ListUnpack/Mod" type="Mod" version="opset1">
+		<layer id="1765" name="__module.encoder.down_blocks.5.0.conv_out/prim::ListUnpack/Mod" type="Mod" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -28232,7 +29436,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1682" name="__module.encoder.down_blocks.5.0.conv_out/prim::ListUnpack/Greater" type="Greater" version="opset1">
+		<layer id="1766" name="__module.encoder.down_blocks.5.0.conv_out/prim::ListUnpack/Greater" type="Greater" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -28246,7 +29450,7 @@
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 			</output>
 		</layer>
-		<layer id="1683" name="__module.encoder.down_blocks.5.0.conv_out/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
+		<layer id="1767" name="__module.encoder.down_blocks.5.0.conv_out/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
 			<data destination_type="i32" />
 			<input>
 				<port id="0" precision="BOOL">
@@ -28259,7 +29463,7 @@
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 		</layer>
-		<layer id="1684" name="__module.encoder.down_blocks.5.0.conv_out/prim::ListUnpack/Add" type="Add" version="opset1">
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@@ -28273,7 +29477,7 @@
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@@ -28281,7 +29485,7 @@
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@@ -28297,7 +29501,7 @@
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@@ -28325,7 +29529,7 @@
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+		<layer id="1772" name="__module.encoder.down_blocks.5.0.conv_out.nonlinearity/aten::silu/Swish_1" type="Swish" version="opset4">
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 				<port id="0" precision="FP32">
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@@ -28343,7 +29547,7 @@
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@@ -28368,8 +29572,8 @@
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 				<port id="0" precision="U8">
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@@ -28379,7 +29583,7 @@
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 			<input>
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@@ -28398,8 +29602,8 @@
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-			<data element_type="u8" shape="1024, 1, 1, 1" offset="104898280" size="1024" />
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 				<port id="0" precision="U8">
 					<dim>1024</dim>
@@ -28409,7 +29613,7 @@
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-		<layer id="1693" name="Convert_2917000" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U8">
@@ -28428,7 +29632,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -28453,8 +29657,8 @@
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-			<data element_type="f16" shape="1024, 1, 1, 1" offset="104899304" size="2048" />
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 				<port id="0" precision="FP16">
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@@ -28464,7 +29668,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -28489,7 +29693,7 @@
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-		<layer id="1697" name="self.encoder.down_blocks.5.0.conv_out.conv_point.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1781" name="self.encoder.down_blocks.5.0.conv_out.conv_point.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
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@@ -28508,7 +29712,7 @@
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+		<layer id="1782" name="__module.encoder.down_blocks.5.0.conv_out.conv_point/aten::_convolution/Convolution" type="Convolution" version="opset1">
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@@ -28533,7 +29737,7 @@
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-		<layer id="1699" name="ScatterElementsUpdate_234921" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="300544" size="16" />
 			<output>
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@@ -28541,7 +29745,7 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -28562,7 +29766,7 @@
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-		<layer id="1701" name="Constant_292666" type="Const" version="opset1">
+		<layer id="1785" name="Constant_292666" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1, 1" offset="300560" size="4" />
 			<output>
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@@ -28573,7 +29777,7 @@
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-		<layer id="1702" name="Constant_292664" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1, 1" offset="300564" size="4" />
 			<output>
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@@ -28584,7 +29788,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28609,7 +29813,7 @@
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-		<layer id="1704" name="Constant_234943" type="Const" version="opset1">
+		<layer id="1788" name="Constant_234943" type="Const" version="opset1">
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@@ -28617,7 +29821,7 @@
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-		<layer id="1705" name="__module.encoder.down_blocks.5.0.conv_out.norm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="1789" name="__module.encoder.down_blocks.5.0.conv_out.norm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
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 				<port id="0" precision="FP32">
@@ -28639,7 +29843,7 @@
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-		<layer id="1706" name="Constant_292665" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1, 1" offset="300576" size="4" />
 			<output>
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@@ -28650,7 +29854,7 @@
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-		<layer id="1707" name="__module.encoder.down_blocks.5.0.conv_out.norm/aten::add/Add" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28675,7 +29879,7 @@
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 		</layer>
-		<layer id="1708" name="__module.encoder.down_blocks.5.0.conv_out.norm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="1792" name="__module.encoder.down_blocks.5.0.conv_out.norm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -28693,7 +29897,7 @@
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 		</layer>
-		<layer id="1709" name="__module.encoder.down_blocks.5.0.conv_out.norm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="1793" name="__module.encoder.down_blocks.5.0.conv_out.norm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28718,7 +29922,7 @@
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 		</layer>
-		<layer id="1710" name="__module.encoder.down_blocks.5.0.conv_out.norm/aten::mul/Multiply" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28743,8 +29947,8 @@
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-		<layer id="1711" name="Constant_292667" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1024" offset="104901352" size="4096" />
+		<layer id="1795" name="Constant_292667" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1024" offset="104912616" size="4096" />
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -28754,7 +29958,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28779,8 +29983,8 @@
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-			<data element_type="f32" shape="1, 1, 1, 1024" offset="104905448" size="4096" />
+		<layer id="1797" name="Constant_292668" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1024" offset="104916712" size="4096" />
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -28790,7 +29994,7 @@
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 		</layer>
-		<layer id="1714" name="__module.encoder.down_blocks.5.0.conv_out.norm/aten::add/Add_1" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28815,7 +30019,7 @@
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-		<layer id="1715" name="ScatterElementsUpdate_235046" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="301604" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -28823,7 +30027,7 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -28844,7 +30048,7 @@
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 			</output>
 		</layer>
-		<layer id="1717" name="__module.encoder.down_blocks.5.0.conv_out/aten::add/Add" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28869,7 +30073,7 @@
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 			</output>
 		</layer>
-		<layer id="1718" name="ScatterElementsUpdate_235148" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="300544" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -28877,7 +30081,7 @@
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 		</layer>
-		<layer id="1719" name="__module.encoder.down_blocks.5.1.attn/aten::movedim/Transpose" type="Transpose" version="opset1">
+		<layer id="1803" name="__module.encoder.down_blocks.5.1.attn/aten::movedim/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -28898,19 +30102,19 @@
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+		<layer id="1804" name="self.encoder.down_blocks.5.1.attn.to_q.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1024" offset="104920808" size="524288" />
 			<output>
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 					<dim>1024</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1721" name="Convert_3087744" type="Convert" version="opset1">
+		<layer id="1805" name="Convert_2767491" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
 					<dim>1024</dim>
 				</port>
@@ -28922,8 +30126,51 @@
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-			<data element_type="f16" shape="1024, 1" offset="105433832" size="2048" />
+		<layer id="1806" name="self.encoder.down_blocks.5.1.attn.to_q.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1" offset="105445096" size="512" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1807" name="Convert_2767494" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
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+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1808" name="self.encoder.down_blocks.5.1.attn.to_q.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
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+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
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+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
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+			<data element_type="f16" shape="1024, 1" offset="105445608" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -28931,7 +30178,7 @@
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 			</output>
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-		<layer id="1723" name="self.encoder.down_blocks.5.1.attn.to_q.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -28950,7 +30197,7 @@
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 				<attribute name="decompression" version="0" />
@@ -28968,7 +30215,7 @@
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-		<layer id="1725" name="__module.encoder.down_blocks.5.1.attn.to_q/ov_ext::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1812" name="__module.encoder.down_blocks.5.1.attn.to_q/ov_ext::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28991,19 +30238,155 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1726" name="self.encoder.down_blocks.5.1.attn.to_k.weight" type="Const" version="opset1">
-			<data element_type="i4" shape="1024, 1024" offset="105435880" size="524288" />
+		<layer id="1813" name="self.encoder.down_blocks.5.1.attn.to_k.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1024" offset="105447656" size="524288" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1814" name="Convert_2763247" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1815" name="self.encoder.down_blocks.5.1.attn.to_k.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1" offset="105971944" size="512" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1816" name="Convert_2763250" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1817" name="self.encoder.down_blocks.5.1.attn.to_k.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1818" name="self.encoder.down_blocks.5.1.attn.to_k.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="105972456" size="2048" />
+			<output>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1819" name="self.encoder.down_blocks.5.1.attn.to_k.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1820" name="__module.encoder.down_blocks.5.1.attn.to_k/ov_ext::linear/Convert" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1821" name="__module.encoder.down_blocks.5.1.attn.to_k/ov_ext::linear/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="1238">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1822" name="self.encoder.down_blocks.5.1.attn.to_v.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1024" offset="105974504" size="524288" />
 			<output>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1727" name="Convert_3082888" type="Convert" version="opset1">
+		<layer id="1823" name="Convert_2759003" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
 					<dim>1024</dim>
 				</port>
@@ -29015,101 +30398,51 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1728" name="self.encoder.down_blocks.5.1.attn.to_k.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1" offset="105960168" size="2048" />
+		<layer id="1824" name="self.encoder.down_blocks.5.1.attn.to_v.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1" offset="106498792" size="512" />
 			<output>
-				<port id="0" precision="FP16">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1729" name="self.encoder.down_blocks.5.1.attn.to_k.weight/fq_weights_1" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="1825" name="Convert_2759006" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>1024</dim>
-				</port>
-				<port id="1" precision="FP16">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP16">
-					<dim>1024</dim>
+				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1730" name="__module.encoder.down_blocks.5.1.attn.to_k/ov_ext::linear/Convert" type="Convert" version="opset1">
-			<data destination_type="f32" />
-			<rt_info>
-				<attribute name="decompression" version="0" />
-			</rt_info>
+		<layer id="1826" name="self.encoder.down_blocks.5.1.attn.to_v.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
 					<dim>1024</dim>
 				</port>
-			</input>
-			<output>
-				<port id="1" precision="FP32">
-					<dim>1024</dim>
-					<dim>1024</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1731" name="__module.encoder.down_blocks.5.1.attn.to_k/ov_ext::linear/MatMul" type="MatMul" version="opset1">
-			<data transpose_a="false" transpose_b="true" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>1024</dim>
-				</port>
-				<port id="1" precision="FP32">
-					<dim>1024</dim>
-					<dim>1024</dim>
-				</port>
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="1238">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>1024</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1732" name="self.encoder.down_blocks.5.1.attn.to_v.weight" type="Const" version="opset1">
-			<data element_type="i4" shape="1024, 1024" offset="105962216" size="524288" />
-			<output>
-				<port id="0" precision="I4">
-					<dim>1024</dim>
-					<dim>1024</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1733" name="Convert_3078032" type="Convert" version="opset1">
-			<data destination_type="f16" />
-			<input>
-				<port id="0" precision="I4">
-					<dim>1024</dim>
+				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP16">
+				<port id="2" precision="FP16">
 					<dim>1024</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1734" name="self.encoder.down_blocks.5.1.attn.to_v.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1" offset="106486504" size="2048" />
+		<layer id="1827" name="self.encoder.down_blocks.5.1.attn.to_v.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="106499304" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -29117,7 +30450,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1735" name="self.encoder.down_blocks.5.1.attn.to_v.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1828" name="self.encoder.down_blocks.5.1.attn.to_v.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -29136,7 +30469,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1736" name="__module.encoder.down_blocks.5.1.attn.to_v/ov_ext::linear/Convert" type="Convert" version="opset1">
+		<layer id="1829" name="__module.encoder.down_blocks.5.1.attn.to_v/ov_ext::linear/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<rt_info>
 				<attribute name="decompression" version="0" />
@@ -29154,7 +30487,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1737" name="__module.encoder.down_blocks.5.1.attn.to_v/ov_ext::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1830" name="__module.encoder.down_blocks.5.1.attn.to_v/ov_ext::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29177,7 +30510,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1738" name="__module.encoder.down_blocks.5.1.attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="1831" name="__module.encoder.down_blocks.5.1.attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="3" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29208,7 +30541,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1739" name="ScatterElementsUpdate_235242" type="Const" version="opset1">
+		<layer id="1832" name="ScatterElementsUpdate_235242" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="301604" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -29216,7 +30549,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1740" name="__module.encoder.down_blocks.5.1.attn/aten::movedim/Transpose_1" type="Transpose" version="opset1">
+		<layer id="1833" name="__module.encoder.down_blocks.5.1.attn/aten::movedim/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -29237,8 +30570,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1741" name="__module.encoder.down_blocks.5.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape" type="Const" version="opset1">
-			<data element_type="u8" shape="3072, 1, 1, 5, 5" offset="106488552" size="76800" />
+		<layer id="1834" name="__module.encoder.down_blocks.5.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="u8" shape="3072, 1, 1, 5, 5" offset="106501352" size="76800" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>3072</dim>
@@ -29249,7 +30582,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1742" name="Convert_3263629" type="Convert" version="opset1">
+		<layer id="1835" name="Convert_2920190" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -29270,8 +30603,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1743" name="__module.encoder.down_blocks.5.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="3072, 1, 1, 1, 1" offset="106565352" size="3072" />
+		<layer id="1836" name="__module.encoder.down_blocks.5.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="3072, 1, 1, 1, 1" offset="106578152" size="3072" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>3072</dim>
@@ -29282,7 +30615,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1744" name="Convert_3263632" type="Convert" version="opset1">
+		<layer id="1837" name="Convert_2920193" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -29303,7 +30636,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1745" name="__module.encoder.down_blocks.5.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1838" name="__module.encoder.down_blocks.5.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -29331,8 +30664,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1746" name="__module.encoder.down_blocks.5.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="3072, 1, 1, 1, 1" offset="106568424" size="6144" />
+		<layer id="1839" name="__module.encoder.down_blocks.5.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="3072, 1, 1, 1, 1" offset="106581224" size="6144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>3072</dim>
@@ -29343,7 +30676,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1747" name="__module.encoder.down_blocks.5.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1840" name="__module.encoder.down_blocks.5.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -29371,7 +30704,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1748" name="__module.encoder.down_blocks.5.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1841" name="__module.encoder.down_blocks.5.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -29392,7 +30725,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1749" name="__module.encoder.down_blocks.5.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
+		<layer id="1842" name="__module.encoder.down_blocks.5.1.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
 			<data strides="1, 1" pads_begin="2, 2" pads_end="2, 2" dilations="1, 1" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29418,8 +30751,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1750" name="__module.encoder.down_blocks.5.1.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape" type="Const" version="opset1">
-			<data element_type="u8" shape="96, 32, 32, 1, 1" offset="106574568" size="98304" />
+		<layer id="1843" name="__module.encoder.down_blocks.5.1.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="u8" shape="96, 32, 32, 1, 1" offset="106587368" size="98304" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>96</dim>
@@ -29430,7 +30763,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1751" name="Convert_3234174" type="Convert" version="opset1">
+		<layer id="1844" name="Convert_2894750" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -29451,8 +30784,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1752" name="__module.encoder.down_blocks.5.1.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="96, 32, 1, 1, 1" offset="106672872" size="3072" />
+		<layer id="1845" name="__module.encoder.down_blocks.5.1.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="96, 32, 1, 1, 1" offset="106685672" size="3072" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>96</dim>
@@ -29463,7 +30796,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1753" name="Convert_3234177" type="Convert" version="opset1">
+		<layer id="1846" name="Convert_2894753" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -29484,7 +30817,7 @@
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+		<layer id="1847" name="__module.encoder.down_blocks.5.1.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -29512,8 +30845,8 @@
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 				<port id="0" precision="FP16">
 					<dim>96</dim>
@@ -29524,7 +30857,7 @@
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 		</layer>
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+		<layer id="1849" name="__module.encoder.down_blocks.5.1.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -29552,7 +30885,7 @@
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 			</output>
 		</layer>
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+		<layer id="1850" name="__module.encoder.down_blocks.5.1.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -29573,7 +30906,7 @@
 				</port>
 			</output>
 		</layer>
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 			<data strides="1, 1" pads_begin="0, 0" pads_end="0, 0" dilations="1, 1" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29599,7 +30932,7 @@
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 			</output>
 		</layer>
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 			<data axis="1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29624,7 +30957,7 @@
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 			</output>
 		</layer>
-		<layer id="1760" name="Constant_235423" type="Const" version="opset1">
+		<layer id="1853" name="Constant_235423" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -29632,15 +30965,15 @@
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 			</output>
 		</layer>
-		<layer id="1761" name="Constant_235424" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="16758936" size="8" />
+		<layer id="1854" name="Constant_235424" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="16759704" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1762" name="ShapeOf_295735" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29656,7 +30989,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1763" name="Constant_295736" type="Const" version="opset1">
+		<layer id="1856" name="Constant_295736" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895560" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -29664,13 +30997,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1764" name="Constant_295737" type="Const" version="opset1">
+		<layer id="1857" name="Constant_295737" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1765" name="Gather_295738" type="Gather" version="opset8">
+		<layer id="1858" name="Gather_295738" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -29687,7 +31020,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1766" name="Constant_295740" type="Const" version="opset1">
+		<layer id="1859" name="Constant_295740" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895580" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -29695,13 +31028,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1767" name="Constant_295741" type="Const" version="opset1">
+		<layer id="1860" name="Constant_295741" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1768" name="Gather_295742" type="Gather" version="opset8">
+		<layer id="1861" name="Gather_295742" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -29718,7 +31051,7 @@
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 			</output>
 		</layer>
-		<layer id="1769" name="__module.encoder.down_blocks.5.1.attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1862" name="__module.encoder.down_blocks.5.1.attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -29734,7 +31067,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1770" name="__module.encoder.down_blocks.5.1.attn/prim::ListConstruct" type="Concat" version="opset1">
+		<layer id="1863" name="__module.encoder.down_blocks.5.1.attn/prim::ListConstruct" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -29756,7 +31089,7 @@
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 			</output>
 		</layer>
-		<layer id="1771" name="__module.encoder.down_blocks.5.1.attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="1864" name="__module.encoder.down_blocks.5.1.attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29778,7 +31111,7 @@
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 			</output>
 		</layer>
-		<layer id="1772" name="__module.encoder.down_blocks.5.1.attn/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
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 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
@@ -29794,7 +31127,7 @@
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 			</output>
 		</layer>
-		<layer id="1773" name="Constant_243762" type="Const" version="opset1">
+		<layer id="1866" name="Constant_243762" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895556" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -29802,7 +31135,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1774" name="__module.encoder.down_blocks.5.1.attn/prim::ListUnpack/Gather" type="Gather" version="opset8">
+		<layer id="1867" name="__module.encoder.down_blocks.5.1.attn/prim::ListUnpack/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -29817,7 +31150,7 @@
 				<port id="3" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1775" name="__module.encoder.down_blocks.5.1.attn/prim::ListUnpack/Divide" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -29827,7 +31160,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1776" name="__module.encoder.down_blocks.5.1.attn/prim::ListUnpack/Mod" type="Mod" version="opset1">
+		<layer id="1869" name="__module.encoder.down_blocks.5.1.attn/prim::ListUnpack/Mod" type="Mod" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -29837,7 +31170,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1777" name="__module.encoder.down_blocks.5.1.attn/prim::ListUnpack/Greater" type="Greater" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -29851,7 +31184,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1778" name="__module.encoder.down_blocks.5.1.attn/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
+		<layer id="1871" name="__module.encoder.down_blocks.5.1.attn/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
 			<data destination_type="i32" />
 			<input>
 				<port id="0" precision="BOOL">
@@ -29864,7 +31197,7 @@
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 			</output>
 		</layer>
-		<layer id="1779" name="__module.encoder.down_blocks.5.1.attn/prim::ListUnpack/Add" type="Add" version="opset1">
+		<layer id="1872" name="__module.encoder.down_blocks.5.1.attn/prim::ListUnpack/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -29878,7 +31211,7 @@
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 			</output>
 		</layer>
-		<layer id="1780" name="Constant_243771" type="Const" version="opset1">
+		<layer id="1873" name="Constant_243771" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895576" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -29886,7 +31219,7 @@
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 			</output>
 		</layer>
-		<layer id="1781" name="__module.encoder.down_blocks.5.1.attn/prim::ListUnpack/Broadcast" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="I32">
@@ -29902,7 +31235,7 @@
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 			</output>
 		</layer>
-		<layer id="1782" name="Constant_243763" type="Const" version="opset1">
+		<layer id="1875" name="Constant_243763" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895540" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -29910,7 +31243,7 @@
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 			</output>
 		</layer>
-		<layer id="1783" name="__module.encoder.down_blocks.5.1.attn/prim::ListUnpack/Concat" type="Concat" version="opset1">
+		<layer id="1876" name="__module.encoder.down_blocks.5.1.attn/prim::ListUnpack/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -29926,7 +31259,7 @@
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 		</layer>
-		<layer id="1784" name="__module.encoder.down_blocks.5.1.attn/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
+		<layer id="1877" name="__module.encoder.down_blocks.5.1.attn/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -29960,7 +31293,7 @@
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 			</output>
 		</layer>
-		<layer id="1785" name="__module.encoder.down_blocks.5.1.attn.nonlinearity/aten::relu/Relu" type="ReLU" version="opset1">
+		<layer id="1878" name="__module.encoder.down_blocks.5.1.attn.nonlinearity/aten::relu/Relu" type="ReLU" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -29978,7 +31311,7 @@
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 			</output>
 		</layer>
-		<layer id="1786" name="__module.encoder.down_blocks.5.1.attn.nonlinearity/aten::relu/Relu_1" type="ReLU" version="opset1">
+		<layer id="1879" name="__module.encoder.down_blocks.5.1.attn.nonlinearity/aten::relu/Relu_1" type="ReLU" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -29996,7 +31329,7 @@
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 			</output>
 		</layer>
-		<layer id="1787" name="__module.encoder.down_blocks.5.1.attn/aten::matmul/MatMul" type="MatMul" version="opset1">
+		<layer id="1880" name="__module.encoder.down_blocks.5.1.attn/aten::matmul/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="true" transpose_b="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30021,7 +31354,7 @@
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 			</output>
 		</layer>
-		<layer id="1788" name="Constant_235646" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="895560" size="8" />
 			<output>
 				<port id="0" precision="I64" names="1273">
@@ -30029,7 +31362,7 @@
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 		</layer>
-		<layer id="1789" name="__module.encoder.down_blocks.5.1.attn/aten::sum/ReduceSum" type="ReduceSum" version="opset1">
+		<layer id="1882" name="__module.encoder.down_blocks.5.1.attn/aten::sum/ReduceSum" type="ReduceSum" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30051,8 +31384,8 @@
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 			</output>
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-		<layer id="1790" name="Constant_292669" type="Const" version="opset1">
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+		<layer id="1883" name="Constant_292669" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -30062,7 +31395,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30087,7 +31420,7 @@
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 			</output>
 		</layer>
-		<layer id="1792" name="__module.encoder.down_blocks.5.1.attn/aten::div/Divide" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30112,7 +31445,7 @@
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 			</output>
 		</layer>
-		<layer id="1793" name="__module.encoder.down_blocks.5.1.attn/aten::matmul/MatMul_1" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30137,7 +31470,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1794" name="Constant_235667" type="Const" version="opset1">
+		<layer id="1887" name="Constant_235667" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -30145,21 +31478,21 @@
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-		<layer id="1795" name="Constant_289003" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="16759000" size="16" />
+		<layer id="1888" name="Constant_289003" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1796" name="Constant_289004" type="Const" version="opset1">
+		<layer id="1889" name="Constant_289004" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1797" name="Gather_289005" type="Gather" version="opset8">
+		<layer id="1890" name="Gather_289005" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -30176,7 +31509,7 @@
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 			</output>
 		</layer>
-		<layer id="1798" name="__module.encoder.down_blocks.5.1.attn/prim::ListConstruct_1" type="Concat" version="opset1">
+		<layer id="1891" name="__module.encoder.down_blocks.5.1.attn/prim::ListConstruct_1" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -30195,7 +31528,7 @@
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 			</output>
 		</layer>
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30217,7 +31550,7 @@
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 			</output>
 		</layer>
-		<layer id="1800" name="ScatterElementsUpdate_235741" type="Const" version="opset1">
+		<layer id="1893" name="ScatterElementsUpdate_235741" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="300544" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -30225,7 +31558,7 @@
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 			</output>
 		</layer>
-		<layer id="1801" name="__module.encoder.down_blocks.5.1.attn/aten::movedim/Transpose_2" type="Transpose" version="opset1">
+		<layer id="1894" name="__module.encoder.down_blocks.5.1.attn/aten::movedim/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -30246,32 +31579,75 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1802" name="self.encoder.down_blocks.5.1.attn.to_out.weight" type="Const" version="opset1">
-			<data element_type="i4" shape="1024, 2048" offset="106682088" size="1048576" />
+		<layer id="1895" name="self.encoder.down_blocks.5.1.attn.to_out.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 2048" offset="106694888" size="1048576" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>1024</dim>
 					<dim>2048</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1803" name="Convert_2990317" type="Convert" version="opset1">
+		<layer id="1896" name="Convert_2682629" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>2048</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
 					<dim>1024</dim>
 					<dim>2048</dim>
 				</port>
+			</output>
+		</layer>
+		<layer id="1897" name="self.encoder.down_blocks.5.1.attn.to_out.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1" offset="107743464" size="512" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1898" name="Convert_2682632" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1899" name="self.encoder.down_blocks.5.1.attn.to_out.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>2048</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
 					<dim>1024</dim>
 					<dim>2048</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1804" name="self.encoder.down_blocks.5.1.attn.to_out.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1" offset="107730664" size="2048" />
+		<layer id="1900" name="self.encoder.down_blocks.5.1.attn.to_out.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="107743976" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -30279,7 +31655,7 @@
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 			</output>
 		</layer>
-		<layer id="1805" name="self.encoder.down_blocks.5.1.attn.to_out.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1901" name="self.encoder.down_blocks.5.1.attn.to_out.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -30298,7 +31674,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1806" name="__module.encoder.down_blocks.5.1.attn.to_out/ov_ext::linear/Convert" type="Convert" version="opset1">
+		<layer id="1902" name="__module.encoder.down_blocks.5.1.attn.to_out/ov_ext::linear/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<rt_info>
 				<attribute name="decompression" version="0" />
@@ -30316,7 +31692,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1807" name="__module.encoder.down_blocks.5.1.attn.to_out/ov_ext::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1903" name="__module.encoder.down_blocks.5.1.attn.to_out/ov_ext::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30339,7 +31715,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1808" name="Constant_292672" type="Const" version="opset1">
+		<layer id="1904" name="Constant_292672" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1, 1" offset="300560" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -30350,7 +31726,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1809" name="Constant_292670" type="Const" version="opset1">
+		<layer id="1905" name="Constant_292670" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1, 1" offset="300564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -30361,7 +31737,7 @@
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 			</output>
 		</layer>
-		<layer id="1810" name="__module.encoder.down_blocks.5.1.attn.norm_out/aten::pow/Power" type="Power" version="opset1">
+		<layer id="1906" name="__module.encoder.down_blocks.5.1.attn.norm_out/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30386,7 +31762,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1811" name="Constant_235923" type="Const" version="opset1">
+		<layer id="1907" name="Constant_235923" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
 				<port id="0" precision="I64" names="1290">
@@ -30394,7 +31770,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1812" name="__module.encoder.down_blocks.5.1.attn.norm_out/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="1908" name="__module.encoder.down_blocks.5.1.attn.norm_out/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30416,7 +31792,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1813" name="Constant_292671" type="Const" version="opset1">
+		<layer id="1909" name="Constant_292671" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1, 1" offset="300576" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -30427,7 +31803,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1814" name="__module.encoder.down_blocks.5.1.attn.norm_out/aten::add/Add" type="Add" version="opset1">
+		<layer id="1910" name="__module.encoder.down_blocks.5.1.attn.norm_out/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30452,7 +31828,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1815" name="__module.encoder.down_blocks.5.1.attn.norm_out/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="1911" name="__module.encoder.down_blocks.5.1.attn.norm_out/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -30470,7 +31846,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1816" name="__module.encoder.down_blocks.5.1.attn.norm_out/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="1912" name="__module.encoder.down_blocks.5.1.attn.norm_out/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30495,7 +31871,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1817" name="__module.encoder.down_blocks.5.1.attn.norm_out/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1913" name="__module.encoder.down_blocks.5.1.attn.norm_out/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30520,8 +31896,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1818" name="Constant_292673" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1024" offset="107732712" size="4096" />
+		<layer id="1914" name="Constant_292673" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1024" offset="107746024" size="4096" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -30531,7 +31907,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1819" name="__module.encoder.down_blocks.5.1.attn.norm_out/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1915" name="__module.encoder.down_blocks.5.1.attn.norm_out/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30556,8 +31932,8 @@
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 			</output>
 		</layer>
-		<layer id="1820" name="Constant_292674" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1024" offset="107736808" size="4096" />
+		<layer id="1916" name="Constant_292674" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1024" offset="107750120" size="4096" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -30567,7 +31943,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1821" name="__module.encoder.down_blocks.5.1.attn.norm_out/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="1917" name="__module.encoder.down_blocks.5.1.attn.norm_out/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30592,7 +31968,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1822" name="ScatterElementsUpdate_236026" type="Const" version="opset1">
+		<layer id="1918" name="ScatterElementsUpdate_236026" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="301604" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -30600,7 +31976,7 @@
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 			</output>
 		</layer>
-		<layer id="1823" name="__module.encoder.down_blocks.5.1.attn/aten::movedim/Transpose_5" type="Transpose" version="opset1">
+		<layer id="1919" name="__module.encoder.down_blocks.5.1.attn/aten::movedim/Transpose_5" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -30621,7 +31997,7 @@
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 			</output>
 		</layer>
-		<layer id="1824" name="__module.encoder.down_blocks.5.1.attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="1920" name="__module.encoder.down_blocks.5.1.attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30646,8 +32022,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1825" name="self.encoder.down_blocks.5.1.conv_out.conv_inverted.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="8192, 1024, 1, 1" offset="107740904" size="8388608" />
+		<layer id="1921" name="self.encoder.down_blocks.5.1.conv_out.conv_inverted.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="8192, 1024, 1, 1" offset="107754216" size="8388608" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>8192</dim>
@@ -30657,7 +32033,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1826" name="Convert_2887610" type="Convert" version="opset1">
+		<layer id="1922" name="Convert_2593568" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -30676,8 +32052,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1827" name="self.encoder.down_blocks.5.1.conv_out.conv_inverted.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="8192, 1, 1, 1" offset="116129512" size="8192" />
+		<layer id="1923" name="self.encoder.down_blocks.5.1.conv_out.conv_inverted.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="8192, 1, 1, 1" offset="116142824" size="8192" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>8192</dim>
@@ -30687,7 +32063,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1828" name="Convert_2887613" type="Convert" version="opset1">
+		<layer id="1924" name="Convert_2593571" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -30706,7 +32082,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1829" name="self.encoder.down_blocks.5.1.conv_out.conv_inverted.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1925" name="self.encoder.down_blocks.5.1.conv_out.conv_inverted.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -30731,8 +32107,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1830" name="self.encoder.down_blocks.5.1.conv_out.conv_inverted.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="8192, 1, 1, 1" offset="116137704" size="16384" />
+		<layer id="1926" name="self.encoder.down_blocks.5.1.conv_out.conv_inverted.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="8192, 1, 1, 1" offset="116151016" size="16384" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>8192</dim>
@@ -30742,7 +32118,7 @@
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 			</output>
 		</layer>
-		<layer id="1831" name="self.encoder.down_blocks.5.1.conv_out.conv_inverted.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1927" name="self.encoder.down_blocks.5.1.conv_out.conv_inverted.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -30767,7 +32143,7 @@
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 			</output>
 		</layer>
-		<layer id="1832" name="self.encoder.down_blocks.5.1.conv_out.conv_inverted.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1928" name="self.encoder.down_blocks.5.1.conv_out.conv_inverted.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -30786,7 +32162,7 @@
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 			</output>
 		</layer>
-		<layer id="1833" name="__module.encoder.down_blocks.5.1.conv_out.conv_inverted/aten::_convolution/Convolution" type="Convolution" version="opset1">
+		<layer id="1929" name="__module.encoder.down_blocks.5.1.conv_out.conv_inverted/aten::_convolution/Convolution" type="Convolution" version="opset1">
 			<data strides="1, 1" dilations="1, 1" pads_begin="0, 0" pads_end="0, 0" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30811,8 +32187,8 @@
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 			</output>
 		</layer>
-		<layer id="1834" name="__module.encoder.down_blocks.5.1.conv_out.conv_inverted/aten::_convolution/Reshape" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 8192, 1, 1" offset="116154088" size="32768" />
+		<layer id="1930" name="__module.encoder.down_blocks.5.1.conv_out.conv_inverted/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 8192, 1, 1" offset="116167400" size="32768" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -30822,7 +32198,7 @@
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 			</output>
 		</layer>
-		<layer id="1835" name="__module.encoder.down_blocks.5.1.conv_out.conv_inverted/aten::_convolution/Add" type="Add" version="opset1">
+		<layer id="1931" name="__module.encoder.down_blocks.5.1.conv_out.conv_inverted/aten::_convolution/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30847,7 +32223,7 @@
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 			</output>
 		</layer>
-		<layer id="1836" name="__module.encoder.down_blocks.5.1.conv_out.nonlinearity/aten::silu/Swish" type="Swish" version="opset4">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -30865,8 +32241,8 @@
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 			</output>
 		</layer>
-		<layer id="1837" name="__module.encoder.down_blocks.5.1.conv_out.conv_depth/aten::_convolution/Reshape" type="Const" version="opset1">
-			<data element_type="u8" shape="8192, 1, 1, 3, 3" offset="116186856" size="73728" />
+		<layer id="1933" name="__module.encoder.down_blocks.5.1.conv_out.conv_depth/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="u8" shape="8192, 1, 1, 3, 3" offset="116200168" size="73728" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>8192</dim>
@@ -30877,7 +32253,7 @@
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 			</output>
 		</layer>
-		<layer id="1838" name="Convert_3293101" type="Convert" version="opset1">
+		<layer id="1934" name="Convert_2945630" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -30898,8 +32274,8 @@
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 		</layer>
-		<layer id="1839" name="__module.encoder.down_blocks.5.1.conv_out.conv_depth/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="8192, 1, 1, 1, 1" offset="116260584" size="8192" />
+		<layer id="1935" name="__module.encoder.down_blocks.5.1.conv_out.conv_depth/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
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@@ -31020,7 +32396,7 @@
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@@ -31057,7 +32433,7 @@
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@@ -31082,7 +32458,7 @@
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@@ -31098,7 +32474,7 @@
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 			<output>
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 			<input>
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@@ -31121,7 +32497,7 @@
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@@ -31131,7 +32507,7 @@
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 			<input>
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@@ -31141,7 +32517,7 @@
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 			<input>
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@@ -31155,7 +32531,7 @@
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@@ -31168,7 +32544,7 @@
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@@ -31182,7 +32558,7 @@
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@@ -31234,7 +32610,7 @@
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 				<port id="0" precision="FP32">
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 			<input>
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@@ -31288,7 +32664,7 @@
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 			<input>
 				<port id="0" precision="U8">
@@ -31307,8 +32683,8 @@
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@@ -31318,7 +32694,7 @@
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 			<input>
 				<port id="0" precision="U8">
@@ -31337,7 +32713,7 @@
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 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP16">
@@ -31362,8 +32738,8 @@
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 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -31373,7 +32749,7 @@
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 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP16">
@@ -31398,7 +32774,7 @@
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@@ -31417,7 +32793,7 @@
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 				<port id="0" precision="FP32">
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@@ -31471,7 +32847,7 @@
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 			<data element_type="f32" shape="1, 1, 1, 1" offset="300564" size="4" />
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@@ -31493,7 +32869,7 @@
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@@ -31518,7 +32894,7 @@
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@@ -31688,8 +33064,8 @@
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-			<data element_type="f32" shape="1, 1, 1, 1024" offset="120519400" size="4096" />
+		<layer id="1980" name="Constant_292679" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1024" offset="120532712" size="4096" />
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -31699,7 +33075,7 @@
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-		<layer id="1885" name="__module.encoder.down_blocks.5.1.conv_out.norm/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="1981" name="__module.encoder.down_blocks.5.1.conv_out.norm/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31724,7 +33100,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1886" name="ScatterElementsUpdate_236412" type="Const" version="opset1">
+		<layer id="1982" name="ScatterElementsUpdate_236412" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="301604" size="16" />
 			<output>
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@@ -31732,7 +33108,7 @@
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 		</layer>
-		<layer id="1887" name="__module.encoder.down_blocks.5.1.conv_out/aten::movedim/Transpose_1" type="Transpose" version="opset1">
+		<layer id="1983" name="__module.encoder.down_blocks.5.1.conv_out/aten::movedim/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -31753,7 +33129,7 @@
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 			</output>
 		</layer>
-		<layer id="1888" name="__module.encoder.down_blocks.5.1.conv_out/aten::add/Add" type="Add" version="opset1">
+		<layer id="1984" name="__module.encoder.down_blocks.5.1.conv_out/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31778,7 +33154,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1889" name="ScatterElementsUpdate_236514" type="Const" version="opset1">
+		<layer id="1985" name="ScatterElementsUpdate_236514" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="300544" size="16" />
 			<output>
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@@ -31786,7 +33162,7 @@
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 		</layer>
-		<layer id="1890" name="__module.encoder.down_blocks.5.2.attn/aten::movedim/Transpose" type="Transpose" version="opset1">
+		<layer id="1986" name="__module.encoder.down_blocks.5.2.attn/aten::movedim/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -31807,32 +33183,75 @@
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-			<data element_type="i4" shape="1024, 1024" offset="120523496" size="524288" />
+		<layer id="1987" name="self.encoder.down_blocks.5.2.attn.to_q.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1024" offset="120536808" size="524288" />
 			<output>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1892" name="Convert_3102312" type="Convert" version="opset1">
+		<layer id="1988" name="Convert_2780223" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
 					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1989" name="self.encoder.down_blocks.5.2.attn.to_q.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1" offset="121061096" size="512" />
+			<output>
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1990" name="Convert_2780226" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1991" name="self.encoder.down_blocks.5.2.attn.to_q.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
 					<dim>1024</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1893" name="self.encoder.down_blocks.5.2.attn.to_q.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1" offset="121047784" size="2048" />
+		<layer id="1992" name="self.encoder.down_blocks.5.2.attn.to_q.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="121061608" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -31840,7 +33259,7 @@
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 			</output>
 		</layer>
-		<layer id="1894" name="self.encoder.down_blocks.5.2.attn.to_q.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1993" name="self.encoder.down_blocks.5.2.attn.to_q.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -31859,7 +33278,7 @@
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 			</output>
 		</layer>
-		<layer id="1895" name="__module.encoder.down_blocks.5.2.attn.to_q/ov_ext::linear/Convert" type="Convert" version="opset1">
+		<layer id="1994" name="__module.encoder.down_blocks.5.2.attn.to_q/ov_ext::linear/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<rt_info>
 				<attribute name="decompression" version="0" />
@@ -31877,7 +33296,7 @@
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 			</output>
 		</layer>
-		<layer id="1896" name="__module.encoder.down_blocks.5.2.attn.to_q/ov_ext::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1995" name="__module.encoder.down_blocks.5.2.attn.to_q/ov_ext::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31900,19 +33319,19 @@
 				</port>
 			</output>
 		</layer>
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-			<data element_type="i4" shape="1024, 1024" offset="121049832" size="524288" />
+		<layer id="1996" name="self.encoder.down_blocks.5.2.attn.to_k.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1024" offset="121063656" size="524288" />
 			<output>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1898" name="Convert_3097456" type="Convert" version="opset1">
+		<layer id="1997" name="Convert_2775979" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
 					<dim>1024</dim>
 				</port>
@@ -31924,8 +33343,51 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1899" name="self.encoder.down_blocks.5.2.attn.to_k.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1" offset="121574120" size="2048" />
+		<layer id="1998" name="self.encoder.down_blocks.5.2.attn.to_k.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1" offset="121587944" size="512" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1999" name="Convert_2775982" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2000" name="self.encoder.down_blocks.5.2.attn.to_k.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2001" name="self.encoder.down_blocks.5.2.attn.to_k.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="121588456" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -31933,7 +33395,7 @@
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 			</output>
 		</layer>
-		<layer id="1900" name="self.encoder.down_blocks.5.2.attn.to_k.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2002" name="self.encoder.down_blocks.5.2.attn.to_k.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -31952,7 +33414,7 @@
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 			</output>
 		</layer>
-		<layer id="1901" name="__module.encoder.down_blocks.5.2.attn.to_k/ov_ext::linear/Convert" type="Convert" version="opset1">
+		<layer id="2003" name="__module.encoder.down_blocks.5.2.attn.to_k/ov_ext::linear/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<rt_info>
 				<attribute name="decompression" version="0" />
@@ -31970,7 +33432,7 @@
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 			</output>
 		</layer>
-		<layer id="1902" name="__module.encoder.down_blocks.5.2.attn.to_k/ov_ext::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2004" name="__module.encoder.down_blocks.5.2.attn.to_k/ov_ext::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31993,19 +33455,19 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1903" name="self.encoder.down_blocks.5.2.attn.to_v.weight" type="Const" version="opset1">
-			<data element_type="i4" shape="1024, 1024" offset="121576168" size="524288" />
+		<layer id="2005" name="self.encoder.down_blocks.5.2.attn.to_v.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1024" offset="121590504" size="524288" />
 			<output>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1904" name="Convert_3092600" type="Convert" version="opset1">
+		<layer id="2006" name="Convert_2771735" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I4">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
 					<dim>1024</dim>
 				</port>
@@ -32017,8 +33479,51 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1905" name="self.encoder.down_blocks.5.2.attn.to_v.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1" offset="122100456" size="2048" />
+		<layer id="2007" name="self.encoder.down_blocks.5.2.attn.to_v.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 1" offset="122114792" size="512" />
+			<output>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2008" name="Convert_2771738" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2009" name="self.encoder.down_blocks.5.2.attn.to_v.weight/zero_point/subtract" type="Subtract" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+				<port id="1" precision="FP16">
+					<dim>1024</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>1024</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2010" name="self.encoder.down_blocks.5.2.attn.to_v.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1" offset="122115304" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -32026,7 +33531,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1906" name="self.encoder.down_blocks.5.2.attn.to_v.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2011" name="self.encoder.down_blocks.5.2.attn.to_v.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -32045,7 +33550,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1907" name="__module.encoder.down_blocks.5.2.attn.to_v/ov_ext::linear/Convert" type="Convert" version="opset1">
+		<layer id="2012" name="__module.encoder.down_blocks.5.2.attn.to_v/ov_ext::linear/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<rt_info>
 				<attribute name="decompression" version="0" />
@@ -32063,7 +33568,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1908" name="__module.encoder.down_blocks.5.2.attn.to_v/ov_ext::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2013" name="__module.encoder.down_blocks.5.2.attn.to_v/ov_ext::linear/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32086,7 +33591,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1909" name="__module.encoder.down_blocks.5.2.attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="2014" name="__module.encoder.down_blocks.5.2.attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="3" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32117,7 +33622,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1910" name="ScatterElementsUpdate_236608" type="Const" version="opset1">
+		<layer id="2015" name="ScatterElementsUpdate_236608" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="301604" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -32125,7 +33630,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1911" name="__module.encoder.down_blocks.5.2.attn/aten::movedim/Transpose_1" type="Transpose" version="opset1">
+		<layer id="2016" name="__module.encoder.down_blocks.5.2.attn/aten::movedim/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -32146,8 +33651,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1912" name="__module.encoder.down_blocks.5.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape" type="Const" version="opset1">
-			<data element_type="u8" shape="3072, 1, 1, 5, 5" offset="122102504" size="76800" />
+		<layer id="2017" name="__module.encoder.down_blocks.5.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="u8" shape="3072, 1, 1, 5, 5" offset="122117352" size="76800" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>3072</dim>
@@ -32158,7 +33663,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1913" name="Convert_3268541" type="Convert" version="opset1">
+		<layer id="2018" name="Convert_2924430" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -32179,8 +33684,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1914" name="__module.encoder.down_blocks.5.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="3072, 1, 1, 1, 1" offset="122179304" size="3072" />
+		<layer id="2019" name="__module.encoder.down_blocks.5.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="3072, 1, 1, 1, 1" offset="122194152" size="3072" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>3072</dim>
@@ -32191,7 +33696,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1915" name="Convert_3268544" type="Convert" version="opset1">
+		<layer id="2020" name="Convert_2924433" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -32212,7 +33717,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1916" name="__module.encoder.down_blocks.5.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2021" name="__module.encoder.down_blocks.5.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -32240,8 +33745,8 @@
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 		</layer>
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+		<layer id="2022" name="__module.encoder.down_blocks.5.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/scale" type="Const" version="opset1">
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 				<port id="0" precision="FP16">
 					<dim>3072</dim>
@@ -32252,7 +33757,7 @@
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 		</layer>
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+		<layer id="2023" name="__module.encoder.down_blocks.5.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -32280,7 +33785,7 @@
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 			</output>
 		</layer>
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+		<layer id="2024" name="__module.encoder.down_blocks.5.2.attn.to_qkv_multiscale.0.proj_in/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -32301,7 +33806,7 @@
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 			</output>
 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
@@ -32327,8 +33832,8 @@
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+		<layer id="2026" name="__module.encoder.down_blocks.5.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="u8" shape="96, 32, 32, 1, 1" offset="122203368" size="98304" />
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 				<port id="0" precision="U8">
 					<dim>96</dim>
@@ -32339,7 +33844,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1922" name="Convert_3239069" type="Convert" version="opset1">
+		<layer id="2027" name="Convert_2898990" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -32360,8 +33865,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="96, 32, 1, 1, 1" offset="122286824" size="3072" />
+		<layer id="2028" name="__module.encoder.down_blocks.5.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="96, 32, 1, 1, 1" offset="122301672" size="3072" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>96</dim>
@@ -32372,7 +33877,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1924" name="Convert_3239072" type="Convert" version="opset1">
+		<layer id="2029" name="Convert_2898993" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -32393,7 +33898,7 @@
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 			</output>
 		</layer>
-		<layer id="1925" name="__module.encoder.down_blocks.5.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2030" name="__module.encoder.down_blocks.5.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -32421,8 +33926,8 @@
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 			</output>
 		</layer>
-		<layer id="1926" name="__module.encoder.down_blocks.5.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="96, 32, 1, 1, 1" offset="122289896" size="6144" />
+		<layer id="2031" name="__module.encoder.down_blocks.5.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="96, 32, 1, 1, 1" offset="122304744" size="6144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>96</dim>
@@ -32433,7 +33938,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1927" name="__module.encoder.down_blocks.5.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2032" name="__module.encoder.down_blocks.5.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -32461,7 +33966,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1928" name="__module.encoder.down_blocks.5.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2033" name="__module.encoder.down_blocks.5.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -32482,7 +33987,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1929" name="__module.encoder.down_blocks.5.2.attn.to_qkv_multiscale.0.proj_out/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
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 			<data strides="1, 1" pads_begin="0, 0" pads_end="0, 0" dilations="1, 1" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32508,7 +34013,7 @@
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 			</output>
 		</layer>
-		<layer id="1930" name="__module.encoder.down_blocks.5.2.attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="2035" name="__module.encoder.down_blocks.5.2.attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32533,7 +34038,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1931" name="Constant_236789" type="Const" version="opset1">
+		<layer id="2036" name="Constant_236789" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -32541,15 +34046,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1932" name="Constant_236790" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="16758936" size="8" />
+		<layer id="2037" name="Constant_236790" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="16759704" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1933" name="ShapeOf_295762" type="ShapeOf" version="opset3">
+		<layer id="2038" name="ShapeOf_295762" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32565,7 +34070,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1934" name="Constant_295763" type="Const" version="opset1">
+		<layer id="2039" name="Constant_295763" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895560" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -32573,13 +34078,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1935" name="Constant_295764" type="Const" version="opset1">
+		<layer id="2040" name="Constant_295764" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1936" name="Gather_295765" type="Gather" version="opset8">
+		<layer id="2041" name="Gather_295765" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -32596,7 +34101,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1937" name="Constant_295767" type="Const" version="opset1">
+		<layer id="2042" name="Constant_295767" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895580" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -32604,13 +34109,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1938" name="Constant_295768" type="Const" version="opset1">
+		<layer id="2043" name="Constant_295768" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="895568" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1939" name="Gather_295769" type="Gather" version="opset8">
+		<layer id="2044" name="Gather_295769" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -32627,7 +34132,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1940" name="__module.encoder.down_blocks.5.2.attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2045" name="__module.encoder.down_blocks.5.2.attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I64">
@@ -32643,7 +34148,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1941" name="__module.encoder.down_blocks.5.2.attn/prim::ListConstruct" type="Concat" version="opset1">
+		<layer id="2046" name="__module.encoder.down_blocks.5.2.attn/prim::ListConstruct" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -32665,7 +34170,7 @@
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 			</output>
 		</layer>
-		<layer id="1942" name="__module.encoder.down_blocks.5.2.attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="2047" name="__module.encoder.down_blocks.5.2.attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32687,7 +34192,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1943" name="__module.encoder.down_blocks.5.2.attn/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="2048" name="__module.encoder.down_blocks.5.2.attn/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32703,7 +34208,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1944" name="Constant_243906" type="Const" version="opset1">
+		<layer id="2049" name="Constant_243906" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895556" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -32711,7 +34216,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1945" name="__module.encoder.down_blocks.5.2.attn/prim::ListUnpack/Gather" type="Gather" version="opset8">
+		<layer id="2050" name="__module.encoder.down_blocks.5.2.attn/prim::ListUnpack/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -32726,7 +34231,7 @@
 				<port id="3" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1946" name="__module.encoder.down_blocks.5.2.attn/prim::ListUnpack/Divide" type="Divide" version="opset1">
+		<layer id="2051" name="__module.encoder.down_blocks.5.2.attn/prim::ListUnpack/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -32736,7 +34241,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1947" name="__module.encoder.down_blocks.5.2.attn/prim::ListUnpack/Mod" type="Mod" version="opset1">
+		<layer id="2052" name="__module.encoder.down_blocks.5.2.attn/prim::ListUnpack/Mod" type="Mod" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -32746,7 +34251,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1948" name="__module.encoder.down_blocks.5.2.attn/prim::ListUnpack/Greater" type="Greater" version="opset1">
+		<layer id="2053" name="__module.encoder.down_blocks.5.2.attn/prim::ListUnpack/Greater" type="Greater" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -32760,7 +34265,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1949" name="__module.encoder.down_blocks.5.2.attn/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
+		<layer id="2054" name="__module.encoder.down_blocks.5.2.attn/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
 			<data destination_type="i32" />
 			<input>
 				<port id="0" precision="BOOL">
@@ -32773,7 +34278,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1950" name="__module.encoder.down_blocks.5.2.attn/prim::ListUnpack/Add" type="Add" version="opset1">
+		<layer id="2055" name="__module.encoder.down_blocks.5.2.attn/prim::ListUnpack/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -32787,7 +34292,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1951" name="Constant_243915" type="Const" version="opset1">
+		<layer id="2056" name="Constant_243915" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895576" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -32795,7 +34300,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1952" name="__module.encoder.down_blocks.5.2.attn/prim::ListUnpack/Broadcast" type="Broadcast" version="opset3">
+		<layer id="2057" name="__module.encoder.down_blocks.5.2.attn/prim::ListUnpack/Broadcast" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="I32">
@@ -32811,7 +34316,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1953" name="Constant_243907" type="Const" version="opset1">
+		<layer id="2058" name="Constant_243907" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895540" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -32819,7 +34324,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1954" name="__module.encoder.down_blocks.5.2.attn/prim::ListUnpack/Concat" type="Concat" version="opset1">
+		<layer id="2059" name="__module.encoder.down_blocks.5.2.attn/prim::ListUnpack/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -32835,7 +34340,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1955" name="__module.encoder.down_blocks.5.2.attn/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
+		<layer id="2060" name="__module.encoder.down_blocks.5.2.attn/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -32869,7 +34374,7 @@
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 			</output>
 		</layer>
-		<layer id="1956" name="__module.encoder.down_blocks.5.2.attn.nonlinearity/aten::relu/Relu" type="ReLU" version="opset1">
+		<layer id="2061" name="__module.encoder.down_blocks.5.2.attn.nonlinearity/aten::relu/Relu" type="ReLU" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -32887,7 +34392,7 @@
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 			</output>
 		</layer>
-		<layer id="1957" name="__module.encoder.down_blocks.5.2.attn.nonlinearity/aten::relu/Relu_1" type="ReLU" version="opset1">
+		<layer id="2062" name="__module.encoder.down_blocks.5.2.attn.nonlinearity/aten::relu/Relu_1" type="ReLU" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -32905,7 +34410,7 @@
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 			</output>
 		</layer>
-		<layer id="1958" name="__module.encoder.down_blocks.5.2.attn/aten::matmul/MatMul" type="MatMul" version="opset1">
+		<layer id="2063" name="__module.encoder.down_blocks.5.2.attn/aten::matmul/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="true" transpose_b="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32930,7 +34435,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1959" name="Constant_237012" type="Const" version="opset1">
+		<layer id="2064" name="Constant_237012" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="895560" size="8" />
 			<output>
 				<port id="0" precision="I64" names="1397">
@@ -32938,7 +34443,7 @@
 				</port>
 			</output>
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@@ -32960,8 +34465,8 @@
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@@ -33085,7 +34590,7 @@
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@@ -33104,7 +34609,7 @@
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@@ -33134,7 +34639,7 @@
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@@ -33155,8 +34660,8 @@
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@@ -33164,7 +34669,7 @@
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@@ -33179,8 +34684,8 @@
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@@ -33188,7 +34693,7 @@
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 			<input>
 				<port id="0" precision="U8">
@@ -33203,7 +34708,7 @@
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 			<input>
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@@ -33222,8 +34727,8 @@
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@@ -33231,7 +34736,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -33250,7 +34755,7 @@
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 			<data destination_type="f32" />
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@@ -33268,7 +34773,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -33291,7 +34796,7 @@
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 			<output>
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@@ -33302,7 +34807,7 @@
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 			<data element_type="f32" shape="1, 1, 1, 1" offset="300564" size="4" />
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@@ -33313,7 +34818,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -33338,7 +34843,7 @@
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 			<data element_type="i64" shape="1" offset="300568" size="8" />
 			<output>
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@@ -33346,7 +34851,7 @@
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 			<data keep_dims="true" />
 			<input>
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@@ -33368,7 +34873,7 @@
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 			<data element_type="f32" shape="1, 1, 1, 1" offset="300576" size="4" />
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@@ -33379,7 +34884,7 @@
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@@ -33404,7 +34909,7 @@
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -33422,7 +34927,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -33447,7 +34952,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -33472,8 +34977,8 @@
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 				<port id="0" precision="FP32">
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@@ -33483,7 +34988,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -33508,8 +35013,8 @@
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -33519,7 +35024,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -33544,7 +35049,7 @@
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-		<layer id="1996" name="ScatterElementsUpdate_237392" type="Const" version="opset1">
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@@ -33552,7 +35057,7 @@
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 				<port id="0" precision="FP32">
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@@ -33573,7 +35078,7 @@
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 			<input>
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@@ -33598,8 +35103,8 @@
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 			<input>
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 			<data auto_broadcast="numpy" />
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@@ -33719,7 +35224,7 @@
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 		</layer>
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+		<layer id="2111" name="self.encoder.down_blocks.5.2.conv_out.conv_inverted.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -33738,7 +35243,7 @@
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-		<layer id="2007" name="__module.encoder.down_blocks.5.2.conv_out.conv_inverted/aten::_convolution/Convolution" type="Convolution" version="opset1">
+		<layer id="2112" name="__module.encoder.down_blocks.5.2.conv_out.conv_inverted/aten::_convolution/Convolution" type="Convolution" version="opset1">
 			<data strides="1, 1" dilations="1, 1" pads_begin="0, 0" pads_end="0, 0" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33763,8 +35268,8 @@
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-		<layer id="2008" name="__module.encoder.down_blocks.5.2.conv_out.conv_inverted/aten::_convolution/Reshape" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 8192, 1, 1" offset="132817640" size="32768" />
+		<layer id="2113" name="__module.encoder.down_blocks.5.2.conv_out.conv_inverted/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 8192, 1, 1" offset="132832488" size="32768" />
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -33774,7 +35279,7 @@
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 		</layer>
-		<layer id="2009" name="__module.encoder.down_blocks.5.2.conv_out.conv_inverted/aten::_convolution/Add" type="Add" version="opset1">
+		<layer id="2114" name="__module.encoder.down_blocks.5.2.conv_out.conv_inverted/aten::_convolution/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33799,7 +35304,7 @@
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 			</output>
 		</layer>
-		<layer id="2010" name="__module.encoder.down_blocks.5.2.conv_out.nonlinearity/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="2115" name="__module.encoder.down_blocks.5.2.conv_out.nonlinearity/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -33817,8 +35322,8 @@
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 			</output>
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-		<layer id="2011" name="__module.encoder.down_blocks.5.2.conv_out.conv_depth/aten::_convolution/Reshape" type="Const" version="opset1">
-			<data element_type="u8" shape="8192, 1, 1, 3, 3" offset="132850408" size="73728" />
+		<layer id="2116" name="__module.encoder.down_blocks.5.2.conv_out.conv_depth/aten::_convolution/Reshape" type="Const" version="opset1">
+			<data element_type="u8" shape="8192, 1, 1, 3, 3" offset="132865256" size="73728" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>8192</dim>
@@ -33829,7 +35334,7 @@
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 			</output>
 		</layer>
-		<layer id="2012" name="Convert_3298013" type="Convert" version="opset1">
+		<layer id="2117" name="Convert_2949870" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -33850,8 +35355,8 @@
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-			<data element_type="u8" shape="8192, 1, 1, 1, 1" offset="132924136" size="8192" />
+		<layer id="2118" name="__module.encoder.down_blocks.5.2.conv_out.conv_depth/aten::_convolution/Reshape/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="8192, 1, 1, 1, 1" offset="132938984" size="8192" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>8192</dim>
@@ -33862,7 +35367,7 @@
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 			</output>
 		</layer>
-		<layer id="2014" name="Convert_3298016" type="Convert" version="opset1">
+		<layer id="2119" name="Convert_2949873" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -33883,7 +35388,7 @@
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 			</output>
 		</layer>
-		<layer id="2015" name="__module.encoder.down_blocks.5.2.conv_out.conv_depth/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2120" name="__module.encoder.down_blocks.5.2.conv_out.conv_depth/aten::_convolution/Reshape/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -33911,8 +35416,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2016" name="__module.encoder.down_blocks.5.2.conv_out.conv_depth/aten::_convolution/Reshape/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="8192, 1, 1, 1, 1" offset="132932328" size="16384" />
+		<layer id="2121" name="__module.encoder.down_blocks.5.2.conv_out.conv_depth/aten::_convolution/Reshape/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="8192, 1, 1, 1, 1" offset="132947176" size="16384" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>8192</dim>
@@ -33923,7 +35428,7 @@
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 			</output>
 		</layer>
-		<layer id="2017" name="__module.encoder.down_blocks.5.2.conv_out.conv_depth/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2122" name="__module.encoder.down_blocks.5.2.conv_out.conv_depth/aten::_convolution/Reshape/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -33951,7 +35456,7 @@
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 			</output>
 		</layer>
-		<layer id="2018" name="__module.encoder.down_blocks.5.2.conv_out.conv_depth/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2123" name="__module.encoder.down_blocks.5.2.conv_out.conv_depth/aten::_convolution/Reshape/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -33972,7 +35477,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2019" name="__module.encoder.down_blocks.5.2.conv_out.conv_depth/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
+		<layer id="2124" name="__module.encoder.down_blocks.5.2.conv_out.conv_depth/aten::_convolution/GroupConvolution" type="GroupConvolution" version="opset1">
 			<data strides="1, 1" pads_begin="1, 1" pads_end="1, 1" dilations="1, 1" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33998,8 +35503,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2020" name="__module.encoder.down_blocks.5.2.conv_out.conv_depth/aten::_convolution/Reshape_1" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 8192, 1, 1" offset="132948712" size="32768" />
+		<layer id="2125" name="__module.encoder.down_blocks.5.2.conv_out.conv_depth/aten::_convolution/Reshape_1" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 8192, 1, 1" offset="132963560" size="32768" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -34009,7 +35514,7 @@
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 			</output>
 		</layer>
-		<layer id="2021" name="__module.encoder.down_blocks.5.2.conv_out.conv_depth/aten::_convolution/Add" type="Add" version="opset1">
+		<layer id="2126" name="__module.encoder.down_blocks.5.2.conv_out.conv_depth/aten::_convolution/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -34034,7 +35539,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2022" name="__module.encoder.down_blocks.5.2.conv_out/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
+		<layer id="2127" name="__module.encoder.down_blocks.5.2.conv_out/prim::ListUnpack/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i32" />
 			<input>
 				<port id="0" precision="FP32">
@@ -34050,7 +35555,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2023" name="Constant_243978" type="Const" version="opset1">
+		<layer id="2128" name="Constant_243978" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895556" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -34058,7 +35563,7 @@
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 			</output>
 		</layer>
-		<layer id="2024" name="__module.encoder.down_blocks.5.2.conv_out/prim::ListUnpack/Gather" type="Gather" version="opset8">
+		<layer id="2129" name="__module.encoder.down_blocks.5.2.conv_out/prim::ListUnpack/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -34073,7 +35578,7 @@
 				<port id="3" precision="I32" />
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 		</layer>
-		<layer id="2025" name="__module.encoder.down_blocks.5.2.conv_out/prim::ListUnpack/Divide" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I32" />
@@ -34083,7 +35588,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2026" name="__module.encoder.down_blocks.5.2.conv_out/prim::ListUnpack/Mod" type="Mod" version="opset1">
+		<layer id="2131" name="__module.encoder.down_blocks.5.2.conv_out/prim::ListUnpack/Mod" type="Mod" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -34093,7 +35598,7 @@
 				<port id="2" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2027" name="__module.encoder.down_blocks.5.2.conv_out/prim::ListUnpack/Greater" type="Greater" version="opset1">
+		<layer id="2132" name="__module.encoder.down_blocks.5.2.conv_out/prim::ListUnpack/Greater" type="Greater" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -34107,7 +35612,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2028" name="__module.encoder.down_blocks.5.2.conv_out/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
+		<layer id="2133" name="__module.encoder.down_blocks.5.2.conv_out/prim::ListUnpack/Convert_0" type="Convert" version="opset1">
 			<data destination_type="i32" />
 			<input>
 				<port id="0" precision="BOOL">
@@ -34120,7 +35625,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2029" name="__module.encoder.down_blocks.5.2.conv_out/prim::ListUnpack/Add" type="Add" version="opset1">
+		<layer id="2134" name="__module.encoder.down_blocks.5.2.conv_out/prim::ListUnpack/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="I32" />
@@ -34134,7 +35639,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2030" name="Constant_243979" type="Const" version="opset1">
+		<layer id="2135" name="Constant_243979" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="895540" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -34142,7 +35647,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2031" name="__module.encoder.down_blocks.5.2.conv_out/prim::ListUnpack/Concat" type="Concat" version="opset1">
+		<layer id="2136" name="__module.encoder.down_blocks.5.2.conv_out/prim::ListUnpack/Concat" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I32">
@@ -34158,7 +35663,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2032" name="__module.encoder.down_blocks.5.2.conv_out/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
+		<layer id="2137" name="__module.encoder.down_blocks.5.2.conv_out/prim::ListUnpack/VariadicSplit" type="VariadicSplit" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -34186,7 +35691,7 @@
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 			</output>
 		</layer>
-		<layer id="2033" name="__module.encoder.down_blocks.5.2.conv_out.nonlinearity/aten::silu/Swish_1" type="Swish" version="opset4">
+		<layer id="2138" name="__module.encoder.down_blocks.5.2.conv_out.nonlinearity/aten::silu/Swish_1" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -34204,7 +35709,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2034" name="__module.encoder.down_blocks.5.2.conv_out/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2139" name="__module.encoder.down_blocks.5.2.conv_out/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -34229,8 +35734,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2035" name="self.encoder.down_blocks.5.2.conv_out.conv_point.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="1024, 4096, 1, 1" offset="132981480" size="4194304" />
+		<layer id="2140" name="self.encoder.down_blocks.5.2.conv_out.conv_point.weight" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 4096, 1, 1" offset="132996328" size="4194304" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>1024</dim>
@@ -34240,7 +35745,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2036" name="Convert_2926787" type="Convert" version="opset1">
+		<layer id="2141" name="Convert_2627488" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -34259,8 +35764,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2037" name="self.encoder.down_blocks.5.2.conv_out.conv_point.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="1024, 1, 1, 1" offset="137175784" size="1024" />
+		<layer id="2142" name="self.encoder.down_blocks.5.2.conv_out.conv_point.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="1024, 1, 1, 1" offset="137190632" size="1024" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>1024</dim>
@@ -34270,7 +35775,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2038" name="Convert_2926790" type="Convert" version="opset1">
+		<layer id="2143" name="Convert_2627491" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -34289,7 +35794,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2039" name="self.encoder.down_blocks.5.2.conv_out.conv_point.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2144" name="self.encoder.down_blocks.5.2.conv_out.conv_point.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -34314,8 +35819,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2040" name="self.encoder.down_blocks.5.2.conv_out.conv_point.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1, 1, 1" offset="137176808" size="2048" />
+		<layer id="2145" name="self.encoder.down_blocks.5.2.conv_out.conv_point.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 1, 1, 1" offset="137191656" size="2048" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -34325,7 +35830,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2041" name="self.encoder.down_blocks.5.2.conv_out.conv_point.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2146" name="self.encoder.down_blocks.5.2.conv_out.conv_point.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -34350,7 +35855,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2042" name="self.encoder.down_blocks.5.2.conv_out.conv_point.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2147" name="self.encoder.down_blocks.5.2.conv_out.conv_point.weight/fq_weights_1/convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
 			<input>
 				<port id="0" precision="FP16">
@@ -34369,7 +35874,7 @@
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 			</output>
 		</layer>
-		<layer id="2043" name="__module.encoder.down_blocks.5.2.conv_out.conv_point/aten::_convolution/Convolution" type="Convolution" version="opset1">
+		<layer id="2148" name="__module.encoder.down_blocks.5.2.conv_out.conv_point/aten::_convolution/Convolution" type="Convolution" version="opset1">
 			<data strides="1, 1" dilations="1, 1" pads_begin="0, 0" pads_end="0, 0" auto_pad="explicit" />
 			<input>
 				<port id="0" precision="FP32">
@@ -34394,7 +35899,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2044" name="ScatterElementsUpdate_237653" type="Const" version="opset1">
+		<layer id="2149" name="ScatterElementsUpdate_237653" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="300544" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -34402,7 +35907,7 @@
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 			</output>
 		</layer>
-		<layer id="2045" name="__module.encoder.down_blocks.5.2.conv_out/aten::movedim/Transpose" type="Transpose" version="opset1">
+		<layer id="2150" name="__module.encoder.down_blocks.5.2.conv_out/aten::movedim/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -34423,7 +35928,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2046" name="Constant_292688" type="Const" version="opset1">
+		<layer id="2151" name="Constant_292688" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1, 1" offset="300560" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -34434,7 +35939,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2047" name="Constant_292686" type="Const" version="opset1">
+		<layer id="2152" name="Constant_292686" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1, 1" offset="300564" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -34445,7 +35950,7 @@
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 			</output>
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+		<edge from-layer="2190" from-port="2" to-layer="2191" to-port="0" />
 	</edges>
 	<rt_info>
 		<Runtime_version value="2025.1.0-18503-6fec06580ab-releases/2025/1" />
@@ -37568,15 +39178,16 @@
 		<nncf>
 			<friendly_names_were_updated value="True" />
 			<weight_compression>
-				<advanced_parameters value="{'statistics_path': None, 'awq_params': {'subset_size': 32, 'percent_to_apply': 0.002, 'alpha_min': 0.0, 'alpha_max': 1.0, 'steps': 100}, 'scale_estimation_params': {'subset_size': 64, 'initial_steps': 5, 'scale_steps': 5, 'weight_penalty': -1.0}, 'gptq_params': {'damp_percent': 0.1, 'block_size': 128, 'subset_size': 128}, 'lora_correction_params': {'adapter_rank': 8, 'num_iterations': 3, 'apply_regularization': True, 'subset_size': 128, 'use_int8_adapters': True}}" />
+				<advanced_parameters value="{'statistics_path': None, 'awq_params': {'subset_size': 32, 'percent_to_apply': 0.002, 'alpha_min': 0.0, 'alpha_max': 1.0, 'steps': 100}, 'scale_estimation_params': {'subset_size': 64, 'initial_steps': 5, 'scale_steps': 5, 'weight_penalty': -1.0}, 'gptq_params': {'damp_percent': 0.1, 'block_size': 128, 'subset_size': 128}, 'lora_correction_params': {'adapter_rank': 8, 'num_iterations': 3, 'apply_regularization': True, 'subset_size': 128, 'use_int8_adapters': True}, 'lora_adapter_rank': 256}" />
 				<all_layers value="False" />
 				<awq value="False" />
 				<backup_mode value="int8_asym" />
+				<compression_format value="dequantize" />
 				<gptq value="False" />
 				<group_size value="-1" />
 				<ignored_scope value="[]" />
 				<lora_correction value="False" />
-				<mode value="int4_sym" />
+				<mode value="int4_asym" />
 				<ratio value="1.0" />
 				<scale_estimation value="False" />
 				<sensitivity_metric value="weight_quantization_error" />
@@ -37584,10 +39195,10 @@
 		</nncf>
 		<optimum>
 			<diffusers_version value="0.33.1" />
-			<nncf_version value="2.15.0" />
+			<nncf_version value="2.16.0" />
 			<optimum_intel_version value="1.24.0.dev0+dba7dce" />
 			<optimum_version value="1.25.3" />
-			<pytorch_version value="2.6.0" />
+			<pytorch_version value="2.7.0" />
 			<transformers_version value="4.51.3" />
 		</optimum>
 		<runtime_options>