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Browse files- config.json +1 -1
- model-00001-of-00002.safetensors +2 -2
- model-00002-of-00002.safetensors +2 -2
- model.safetensors.index.json +37 -37
- quant_log.csv +240 -240
- quantize_config.json +1 -1
config.json
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model-00001-of-00002.safetensors
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model-00002-of-00002.safetensors
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model.safetensors.index.json
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quant_log.csv
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| 89 |
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14,self_attn.o_proj,0.
|
| 90 |
-
14,mlp.gate_up_proj,0.
|
| 91 |
-
14,mlp.down_proj,0.
|
| 92 |
-
15,self_attn.k_proj,0.
|
| 93 |
-
15,self_attn.
|
| 94 |
-
15,self_attn.
|
| 95 |
-
15,self_attn.o_proj,0.
|
| 96 |
-
15,mlp.gate_up_proj,0.
|
| 97 |
-
15,mlp.down_proj,0.
|
| 98 |
-
16,self_attn.k_proj,0.
|
| 99 |
-
16,self_attn.
|
| 100 |
-
16,self_attn.
|
| 101 |
-
16,self_attn.o_proj,0.
|
| 102 |
-
16,mlp.gate_up_proj,0.
|
| 103 |
-
16,mlp.down_proj,0.
|
| 104 |
-
17,self_attn.k_proj,0.
|
| 105 |
-
17,self_attn.v_proj,0.
|
| 106 |
-
17,self_attn.q_proj,0.
|
| 107 |
-
17,self_attn.o_proj,0.
|
| 108 |
-
17,mlp.gate_up_proj,0.
|
| 109 |
-
17,mlp.down_proj,0.
|
| 110 |
-
18,self_attn.k_proj,0.
|
| 111 |
-
18,self_attn.v_proj,0.
|
| 112 |
-
18,self_attn.q_proj,0.
|
| 113 |
-
18,self_attn.o_proj,0.
|
| 114 |
-
18,mlp.gate_up_proj,0.
|
| 115 |
-
18,mlp.down_proj,0.
|
| 116 |
-
19,self_attn.
|
| 117 |
-
19,self_attn.
|
| 118 |
-
19,self_attn.
|
| 119 |
-
19,self_attn.o_proj,0.
|
| 120 |
-
19,mlp.gate_up_proj,0.
|
| 121 |
-
19,mlp.down_proj,0.
|
| 122 |
-
20,self_attn.k_proj,0.
|
| 123 |
-
20,self_attn.
|
| 124 |
-
20,self_attn.
|
| 125 |
-
20,self_attn.o_proj,0.
|
| 126 |
-
20,mlp.gate_up_proj,0.
|
| 127 |
-
20,mlp.down_proj,0.
|
| 128 |
-
21,self_attn.k_proj,0.
|
| 129 |
-
21,self_attn.v_proj,0.
|
| 130 |
-
21,self_attn.q_proj,0.
|
| 131 |
-
21,self_attn.o_proj,0.
|
| 132 |
-
21,mlp.gate_up_proj,0.
|
| 133 |
-
21,mlp.down_proj,0.
|
| 134 |
-
22,self_attn.
|
| 135 |
-
22,self_attn.q_proj,0.
|
| 136 |
-
22,self_attn.
|
| 137 |
-
22,self_attn.o_proj,0.
|
| 138 |
-
22,mlp.gate_up_proj,0.
|
| 139 |
-
22,mlp.down_proj,0.
|
| 140 |
-
23,self_attn.
|
| 141 |
-
23,self_attn.
|
| 142 |
-
23,self_attn.
|
| 143 |
-
23,self_attn.o_proj,0.
|
| 144 |
-
23,mlp.gate_up_proj,0.
|
| 145 |
-
23,mlp.down_proj,0.
|
| 146 |
-
24,self_attn.
|
| 147 |
-
24,self_attn.v_proj,0.
|
| 148 |
-
24,self_attn.
|
| 149 |
-
24,self_attn.o_proj,0.
|
| 150 |
-
24,mlp.gate_up_proj,0.
|
| 151 |
-
24,mlp.down_proj,0.
|
| 152 |
-
25,self_attn.k_proj,0.
|
| 153 |
-
25,self_attn.
|
| 154 |
-
25,self_attn.
|
| 155 |
-
25,self_attn.o_proj,0.
|
| 156 |
-
25,mlp.gate_up_proj,0.
|
| 157 |
-
25,mlp.down_proj,0.
|
| 158 |
-
26,self_attn.k_proj,0.
|
| 159 |
-
26,self_attn.
|
| 160 |
-
26,self_attn.
|
| 161 |
-
26,self_attn.o_proj,0.
|
| 162 |
-
26,mlp.gate_up_proj,0.
|
| 163 |
-
26,mlp.down_proj,0.
|
| 164 |
-
27,self_attn.k_proj,0.
|
| 165 |
-
27,self_attn.v_proj,0.
|
| 166 |
-
27,self_attn.q_proj,0.
|
| 167 |
-
27,self_attn.o_proj,0.
|
| 168 |
-
27,mlp.gate_up_proj,0.
|
| 169 |
-
27,mlp.down_proj,0.
|
| 170 |
-
28,self_attn.
|
| 171 |
-
28,self_attn.
|
| 172 |
-
28,self_attn.q_proj,0.
|
| 173 |
-
28,self_attn.o_proj,0.
|
| 174 |
-
28,mlp.gate_up_proj,0.
|
| 175 |
-
28,mlp.down_proj,0.
|
| 176 |
-
29,self_attn.
|
| 177 |
-
29,self_attn.
|
| 178 |
-
29,self_attn.
|
| 179 |
-
29,self_attn.o_proj,0.
|
| 180 |
-
29,mlp.gate_up_proj,0.
|
| 181 |
-
29,mlp.down_proj,0.
|
| 182 |
-
30,self_attn.
|
| 183 |
-
30,self_attn.
|
| 184 |
-
30,self_attn.
|
| 185 |
-
30,self_attn.o_proj,0.
|
| 186 |
-
30,mlp.gate_up_proj,0.
|
| 187 |
-
30,mlp.down_proj,0.
|
| 188 |
-
31,self_attn.
|
| 189 |
-
31,self_attn.
|
| 190 |
-
31,self_attn.
|
| 191 |
-
31,self_attn.o_proj,0.
|
| 192 |
-
31,mlp.gate_up_proj,0.
|
| 193 |
-
31,mlp.down_proj,0.
|
| 194 |
-
32,self_attn.k_proj,0.
|
| 195 |
-
32,self_attn.
|
| 196 |
-
32,self_attn.
|
| 197 |
-
32,self_attn.o_proj,0.
|
| 198 |
-
32,mlp.gate_up_proj,0.
|
| 199 |
-
32,mlp.down_proj,0.
|
| 200 |
-
33,self_attn.
|
| 201 |
-
33,self_attn.
|
| 202 |
-
33,self_attn.q_proj,0.
|
| 203 |
-
33,self_attn.o_proj,0.
|
| 204 |
-
33,mlp.gate_up_proj,0.
|
| 205 |
-
33,mlp.down_proj,0.
|
| 206 |
-
34,self_attn.k_proj,0.
|
| 207 |
-
34,self_attn.
|
| 208 |
-
34,self_attn.
|
| 209 |
-
34,self_attn.o_proj,0.
|
| 210 |
-
34,mlp.gate_up_proj,0.
|
| 211 |
-
34,mlp.down_proj,0.
|
| 212 |
-
35,self_attn.k_proj,0.
|
| 213 |
-
35,self_attn.
|
| 214 |
-
35,self_attn.
|
| 215 |
-
35,self_attn.o_proj,0.
|
| 216 |
-
35,mlp.gate_up_proj,0.
|
| 217 |
-
35,mlp.down_proj,0.
|
| 218 |
-
36,self_attn.
|
| 219 |
-
36,self_attn.
|
| 220 |
-
36,self_attn.
|
| 221 |
-
36,self_attn.o_proj,0.
|
| 222 |
-
36,mlp.gate_up_proj,0.
|
| 223 |
-
36,mlp.down_proj,0.
|
| 224 |
-
37,self_attn.k_proj,0.
|
| 225 |
-
37,self_attn.
|
| 226 |
-
37,self_attn.
|
| 227 |
-
37,self_attn.o_proj,0.
|
| 228 |
-
37,mlp.gate_up_proj,0.
|
| 229 |
-
37,mlp.down_proj,0.
|
| 230 |
-
38,self_attn.
|
| 231 |
-
38,self_attn.
|
| 232 |
-
38,self_attn.
|
| 233 |
-
38,self_attn.o_proj,0.
|
| 234 |
-
38,mlp.gate_up_proj,0.
|
| 235 |
-
38,mlp.down_proj,0.
|
| 236 |
-
39,self_attn.
|
| 237 |
-
39,self_attn.v_proj,0.
|
| 238 |
-
39,self_attn.
|
| 239 |
-
39,self_attn.o_proj,0.
|
| 240 |
-
39,mlp.gate_up_proj,0.
|
| 241 |
-
39,mlp.down_proj,0.
|
|
|
|
| 1 |
layer,module,loss,samples,damp,time
|
| 2 |
+
0,self_attn.k_proj,0.0000002922,0.05000,1.374
|
| 3 |
+
0,self_attn.v_proj,0.0000000078,0.05000,1.877
|
| 4 |
+
0,self_attn.q_proj,0.0000013902,0.05000,1.894
|
| 5 |
+
0,self_attn.o_proj,0.0000000000,0.05000,1.079
|
| 6 |
+
0,mlp.gate_up_proj,0.0000039082,0.05000,1.145
|
| 7 |
+
0,mlp.down_proj,0.0000000022,0.05000,3.957
|
| 8 |
+
1,self_attn.k_proj,0.0000012696,0.05000,1.122
|
| 9 |
+
1,self_attn.q_proj,0.0000052420,0.05000,1.642
|
| 10 |
+
1,self_attn.v_proj,0.0000000755,0.05000,1.651
|
| 11 |
+
1,self_attn.o_proj,0.0000000010,0.05000,1.078
|
| 12 |
+
1,mlp.gate_up_proj,0.0000090307,0.05000,1.138
|
| 13 |
+
1,mlp.down_proj,0.0000000033,0.05000,3.974
|
| 14 |
+
2,self_attn.k_proj,0.0000022448,0.05000,1.120
|
| 15 |
+
2,self_attn.v_proj,0.0000001895,0.05000,1.844
|
| 16 |
+
2,self_attn.q_proj,0.0000115248,0.05000,1.867
|
| 17 |
+
2,self_attn.o_proj,0.0000000015,0.05000,1.097
|
| 18 |
+
2,mlp.gate_up_proj,0.0000145250,0.05000,1.131
|
| 19 |
+
2,mlp.down_proj,0.0000000044,0.05000,4.032
|
| 20 |
+
3,self_attn.k_proj,0.0000041788,0.05000,1.181
|
| 21 |
+
3,self_attn.v_proj,0.0000002238,0.05000,1.954
|
| 22 |
+
3,self_attn.q_proj,0.0000207401,0.05000,2.006
|
| 23 |
+
3,self_attn.o_proj,0.0000000020,0.05000,1.164
|
| 24 |
+
3,mlp.gate_up_proj,0.0000242088,0.05000,1.087
|
| 25 |
+
3,mlp.down_proj,0.0000000069,0.05000,4.102
|
| 26 |
+
4,self_attn.k_proj,0.0000025550,0.05000,1.137
|
| 27 |
+
4,self_attn.v_proj,0.0000002392,0.05000,1.907
|
| 28 |
+
4,self_attn.q_proj,0.0000136254,0.05000,1.937
|
| 29 |
+
4,self_attn.o_proj,0.0000000054,0.05000,1.106
|
| 30 |
+
4,mlp.gate_up_proj,0.0000356180,0.05000,1.139
|
| 31 |
+
4,mlp.down_proj,0.0000003168,0.05000,3.943
|
| 32 |
+
5,self_attn.k_proj,0.0000033486,0.05000,1.221
|
| 33 |
+
5,self_attn.q_proj,0.0000195772,0.05000,1.896
|
| 34 |
+
5,self_attn.v_proj,0.0000004364,0.05000,1.944
|
| 35 |
+
5,self_attn.o_proj,0.0000000074,0.05000,1.070
|
| 36 |
+
5,mlp.gate_up_proj,0.0000432452,0.05000,1.177
|
| 37 |
+
5,mlp.down_proj,0.0000000208,0.05000,3.918
|
| 38 |
+
6,self_attn.k_proj,0.0000047738,0.05000,1.113
|
| 39 |
+
6,self_attn.v_proj,0.0000005422,0.05000,1.863
|
| 40 |
+
6,self_attn.q_proj,0.0000307641,0.05000,1.887
|
| 41 |
+
6,self_attn.o_proj,0.0000000094,0.05000,1.128
|
| 42 |
+
6,mlp.gate_up_proj,0.0000519832,0.05000,1.106
|
| 43 |
+
6,mlp.down_proj,0.0000000294,0.05000,4.009
|
| 44 |
+
7,self_attn.k_proj,0.0000035275,0.05000,1.169
|
| 45 |
+
7,self_attn.q_proj,0.0000262622,0.05000,1.715
|
| 46 |
+
7,self_attn.v_proj,0.0000007889,0.05000,1.724
|
| 47 |
+
7,self_attn.o_proj,0.0000000140,0.05000,1.027
|
| 48 |
+
7,mlp.gate_up_proj,0.0000592456,0.05000,1.096
|
| 49 |
+
7,mlp.down_proj,0.0000000486,0.05000,3.976
|
| 50 |
+
8,self_attn.k_proj,0.0000042726,0.05000,1.165
|
| 51 |
+
8,self_attn.v_proj,0.0000006522,0.05000,1.730
|
| 52 |
+
8,self_attn.q_proj,0.0000268881,0.05000,1.749
|
| 53 |
+
8,self_attn.o_proj,0.0000000190,0.05000,1.026
|
| 54 |
+
8,mlp.gate_up_proj,0.0000640788,0.05000,1.062
|
| 55 |
+
8,mlp.down_proj,0.0000000562,0.05000,3.830
|
| 56 |
+
9,self_attn.k_proj,0.0000044805,0.05000,1.092
|
| 57 |
+
9,self_attn.v_proj,0.0000010438,0.05000,1.710
|
| 58 |
+
9,self_attn.q_proj,0.0000359093,0.05000,1.731
|
| 59 |
+
9,self_attn.o_proj,0.0000000310,0.05000,1.021
|
| 60 |
+
9,mlp.gate_up_proj,0.0000793702,0.05000,1.124
|
| 61 |
+
9,mlp.down_proj,0.0000000633,0.05000,3.819
|
| 62 |
+
10,self_attn.k_proj,0.0000042289,0.05000,1.117
|
| 63 |
+
10,self_attn.v_proj,0.0000011532,0.05000,2.009
|
| 64 |
+
10,self_attn.q_proj,0.0000316913,0.05000,2.014
|
| 65 |
+
10,self_attn.o_proj,0.0000000250,0.05000,1.039
|
| 66 |
+
10,mlp.gate_up_proj,0.0000812482,0.05000,1.073
|
| 67 |
+
10,mlp.down_proj,0.0000000638,0.05000,3.959
|
| 68 |
+
11,self_attn.k_proj,0.0000043707,0.05000,1.156
|
| 69 |
+
11,self_attn.v_proj,0.0000012567,0.05000,1.849
|
| 70 |
+
11,self_attn.q_proj,0.0000318168,0.05000,1.857
|
| 71 |
+
11,self_attn.o_proj,0.0000000271,0.05000,1.051
|
| 72 |
+
11,mlp.gate_up_proj,0.0000871886,0.05000,1.064
|
| 73 |
+
11,mlp.down_proj,0.0000000682,0.05000,3.973
|
| 74 |
+
12,self_attn.k_proj,0.0000058181,0.05000,1.157
|
| 75 |
+
12,self_attn.q_proj,0.0000368757,0.05000,1.752
|
| 76 |
+
12,self_attn.v_proj,0.0000010061,0.05000,1.752
|
| 77 |
+
12,self_attn.o_proj,0.0000000340,0.05000,1.064
|
| 78 |
+
12,mlp.gate_up_proj,0.0000935123,0.05000,1.089
|
| 79 |
+
12,mlp.down_proj,0.0000000808,0.05000,3.845
|
| 80 |
+
13,self_attn.k_proj,0.0000048201,0.05000,1.215
|
| 81 |
+
13,self_attn.v_proj,0.0000017309,0.05000,1.838
|
| 82 |
+
13,self_attn.q_proj,0.0000376639,0.05000,1.851
|
| 83 |
+
13,self_attn.o_proj,0.0000000299,0.05000,1.044
|
| 84 |
+
13,mlp.gate_up_proj,0.0000980107,0.05000,1.168
|
| 85 |
+
13,mlp.down_proj,0.0000000953,0.05000,3.863
|
| 86 |
+
14,self_attn.k_proj,0.0000055619,0.05000,1.140
|
| 87 |
+
14,self_attn.v_proj,0.0000012475,0.05000,1.757
|
| 88 |
+
14,self_attn.q_proj,0.0000390916,0.05000,1.772
|
| 89 |
+
14,self_attn.o_proj,0.0000000384,0.05000,1.100
|
| 90 |
+
14,mlp.gate_up_proj,0.0000979989,0.05000,1.138
|
| 91 |
+
14,mlp.down_proj,0.0000001124,0.05000,3.875
|
| 92 |
+
15,self_attn.k_proj,0.0000062197,0.05000,1.168
|
| 93 |
+
15,self_attn.v_proj,0.0000015974,0.05000,1.752
|
| 94 |
+
15,self_attn.q_proj,0.0000422419,0.05000,1.770
|
| 95 |
+
15,self_attn.o_proj,0.0000000473,0.05000,1.035
|
| 96 |
+
15,mlp.gate_up_proj,0.0001028249,0.05000,1.133
|
| 97 |
+
15,mlp.down_proj,0.0000001380,0.05000,3.842
|
| 98 |
+
16,self_attn.k_proj,0.0000059852,0.05000,1.133
|
| 99 |
+
16,self_attn.q_proj,0.0000459906,0.05000,1.873
|
| 100 |
+
16,self_attn.v_proj,0.0000020952,0.05000,1.879
|
| 101 |
+
16,self_attn.o_proj,0.0000000582,0.05000,1.079
|
| 102 |
+
16,mlp.gate_up_proj,0.0001066342,0.05000,1.075
|
| 103 |
+
16,mlp.down_proj,0.0000001729,0.05000,3.851
|
| 104 |
+
17,self_attn.k_proj,0.0000048882,0.05000,1.104
|
| 105 |
+
17,self_attn.v_proj,0.0000019357,0.05000,1.857
|
| 106 |
+
17,self_attn.q_proj,0.0000389605,0.05000,1.901
|
| 107 |
+
17,self_attn.o_proj,0.0000000714,0.05000,1.078
|
| 108 |
+
17,mlp.gate_up_proj,0.0001144119,0.05000,1.132
|
| 109 |
+
17,mlp.down_proj,0.0000002098,0.05000,3.790
|
| 110 |
+
18,self_attn.k_proj,0.0000041478,0.05000,1.127
|
| 111 |
+
18,self_attn.v_proj,0.0000031805,0.05000,1.769
|
| 112 |
+
18,self_attn.q_proj,0.0000957768,0.05000,1.781
|
| 113 |
+
18,self_attn.o_proj,0.0000001034,0.05000,1.075
|
| 114 |
+
18,mlp.gate_up_proj,0.0001127454,0.05000,1.076
|
| 115 |
+
18,mlp.down_proj,0.0000002447,0.05000,3.794
|
| 116 |
+
19,self_attn.k_proj,0.0000061308,0.05000,1.154
|
| 117 |
+
19,self_attn.q_proj,0.0000491331,0.05000,2.046
|
| 118 |
+
19,self_attn.v_proj,0.0000030159,0.05000,2.120
|
| 119 |
+
19,self_attn.o_proj,0.0000001317,0.05000,1.042
|
| 120 |
+
19,mlp.gate_up_proj,0.0001274382,0.05000,1.156
|
| 121 |
+
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| 187 |
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30,mlp.down_proj,0.0000056601,0.05000,4.186
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| 188 |
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31,self_attn.k_proj,0.0000063339,0.05000,1.287
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31,self_attn.q_proj,0.0000827375,0.05000,2.575
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31,self_attn.o_proj,0.0000007528,0.05000,1.104
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| 192 |
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31,mlp.gate_up_proj,0.0005607144,0.05000,1.332
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| 193 |
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31,mlp.down_proj,0.0000061913,0.05000,4.299
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| 194 |
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32,self_attn.o_proj,0.0000014203,0.05000,1.163
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| 198 |
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32,mlp.gate_up_proj,0.0006130429,0.05000,1.157
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| 199 |
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32,mlp.down_proj,0.0000066158,0.05000,4.178
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| 200 |
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33,self_attn.k_proj,0.0000061163,0.05000,1.194
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33,self_attn.v_proj,0.0000938030,0.05000,2.129
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33,self_attn.q_proj,0.0000936246,0.05000,2.147
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| 203 |
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33,self_attn.o_proj,0.0000013597,0.05000,1.127
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| 204 |
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33,mlp.gate_up_proj,0.0006655953,0.05000,1.274
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| 205 |
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33,mlp.down_proj,0.0000077043,0.05000,4.179
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| 206 |
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34,self_attn.k_proj,0.0000069299,0.05000,1.297
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| 207 |
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34,self_attn.v_proj,0.0000751168,0.05000,2.122
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| 208 |
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| 209 |
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| 210 |
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34,mlp.gate_up_proj,0.0007160597,0.05000,1.200
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| 212 |
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| 213 |
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35,self_attn.q_proj,0.0000964586,0.05000,2.622
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| 215 |
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35,self_attn.o_proj,0.0000022052,0.05000,1.134
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| 216 |
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35,mlp.gate_up_proj,0.0008116817,0.05000,1.192
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| 217 |
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35,mlp.down_proj,0.0000126651,0.05000,4.387
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| 218 |
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36,self_attn.k_proj,0.0000062332,0.05000,1.266
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| 219 |
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36,self_attn.v_proj,0.0000427911,0.05000,2.210
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| 220 |
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36,self_attn.q_proj,0.0000972865,0.05000,2.224
|
| 221 |
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36,self_attn.o_proj,0.0000023794,0.05000,1.163
|
| 222 |
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36,mlp.gate_up_proj,0.0008006807,0.05000,1.168
|
| 223 |
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36,mlp.down_proj,0.0000151278,0.05000,4.207
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| 224 |
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| 225 |
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|
| 226 |
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37,self_attn.q_proj,0.0000888177,0.05000,2.048
|
| 227 |
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37,self_attn.o_proj,0.0000029221,0.05000,1.173
|
| 228 |
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37,mlp.gate_up_proj,0.0008157736,0.05000,1.281
|
| 229 |
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37,mlp.down_proj,0.0000219872,0.05000,4.228
|
| 230 |
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38,self_attn.k_proj,0.0000036995,0.05000,1.200
|
| 231 |
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38,self_attn.v_proj,0.0000287794,0.05000,2.309
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| 232 |
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38,self_attn.q_proj,0.0000631295,0.05000,2.314
|
| 233 |
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38,self_attn.o_proj,0.0000013509,0.05000,1.189
|
| 234 |
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38,mlp.gate_up_proj,0.0013094005,0.05000,1.219
|
| 235 |
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38,mlp.down_proj,0.1816714025,0.05000,4.069
|
| 236 |
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39,self_attn.k_proj,0.0000088539,0.05000,1.275
|
| 237 |
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39,self_attn.v_proj,0.0000303753,0.05000,2.114
|
| 238 |
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39,self_attn.q_proj,0.0000798257,0.05000,2.126
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| 239 |
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39,self_attn.o_proj,0.0000023493,0.05000,1.164
|
| 240 |
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39,mlp.gate_up_proj,0.0023529960,0.05000,1.291
|
| 241 |
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39,mlp.down_proj,0.0001214337,0.05000,4.208
|
quantize_config.json
CHANGED
|
@@ -1,6 +1,6 @@
|
|
| 1 |
{
|
| 2 |
"bits": 4,
|
| 3 |
-
"group_size":
|
| 4 |
"desc_act": false,
|
| 5 |
"sym": true,
|
| 6 |
"lm_head": false,
|
|
|
|
| 1 |
{
|
| 2 |
"bits": 4,
|
| 3 |
+
"group_size": 32,
|
| 4 |
"desc_act": false,
|
| 5 |
"sym": true,
|
| 6 |
"lm_head": false,
|