Update README.md

README.md

@@ -6,14 +6,15 @@ library_name: transformers
 tags:
 - mergekit
 - merge
-- not-for-all-audiences
 - text-generation-inference
-pipeline_tag: text-generation
+- not-for-all-audiences
+license: apache-2.0
 language:
 - en
+- ko
 ---
 
-![00001-321918068.gif](https://huggingface.co/bamec66557/MISCHIEVOUS-12B/resolve/main/00001-321918068.gif)
+<a href="#" target="_blank"><img src="https://huggingface.co/bamec66557/MISCHIEVOUS-12B/resolve/main/00001-321918068.gif"></a>
 
 
 # [GGUF] 
@@ -50,30 +51,30 @@ slices:
     parameters:
       t:
         - filter: self_attn
-          value: [0.1, 0.3, 0.7, 0.9, 1.0]  # 극적인 변화를 위한 급격한 증가
+          value: [0.1, 0.3, 0.7, 0.9, 1.0]  # Spikes for dramatic change
         - filter: mlp
-          value: [1.0, 0.7, 0.4, 0.1, 0.0]  # 반대로 급격히 감소
+          value: [1.0, 0.7, 0.4, 0.1, 0.0]  # Conversely, a sharp decline
         - filter: layer_norm
-          value: [0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7,  # 첫 10개 레이어
-                  0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,  # 나머지 30개 레이어
+          value: [0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7,  # First 10 layers
+                  0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,  # The remaining 30 layers
                   0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
                   0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3]
-        - value: 0.9  # 기본 병합 비율을 높게 설정
+        - value: 0.9  # Set the default merge ratio to high
 
 merge_method: slerp  # maintain slerp
 
-base_model: bamec66557/MISCHIEVOUS-12B-Mix_0.2v  # 기본 모델
+base_model: bamec66557/MISCHIEVOUS-12B-Mix_0.2v  # Base model
 
-dtype: bfloat16  # 빠른 병합을 위한 데이터 타입
+dtype: bfloat16  # Data types for fast merges
 
-# 추가 옵션
+# Additional options
 regularization:
-  - method: l2_norm  # L2 정규화로 병합 후 안정화
-    scale: 0.005  # 정규화 강도를 낮춰 변화 허용
+  - method: l2_norm  # Stabilise after merging with L2 normalisation
+    scale: 0.005  # Reduce normalisation strength to allow for variation
 
 postprocessing:
-  - operation: smoothing  # 병합 후 가중치 부드럽게 조정
-    kernel_size: 5  # 커널 크기 증가로 더 넓은 범위 스무딩
-  - operation: normalize  # 병합 후 정규화
+  - operation: smoothing  # Smoothing weights after merging
+    kernel_size: 5  # Smoothing larger ranges with increased kernel size
+  - operation: normalize  # Normalise after merge
 
 ```