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README.md

@@ -17,16 +17,18 @@ AI-M3-10.7Bv2 is a merge of the following models using [LazyMergekit](https://co
 
 ```yaml
 dtype: float16
-merge_method: linear
+base_model: mistralai/Mistral-7B-Instruct-v0.3
+merge_method: task_arithmetic
 slices:
 - sources:
-  - layer_range: [0, 24]
-    model: mistralai/Mistral-7B-Instruct-v0.3
+    - model: mistralai/Mistral-7B-Instruct-v0.3
+      layer_range: [0, 26]
 - sources:
-  - layer_range: [12, 32]
-    model: mistralai/Mistral-7B-Instruct-v0.3
+    - model: mistralai/Mistral-7B-Instruct-v0.3
+      layer_range: [10, 32]
 parameters:
-      weight: 1.0
+  t: 1
+  weight: 1.0
 ```
 
 ## 💻 Usage

config.json

@@ -13,7 +13,7 @@
   "max_position_embeddings": 32768,
   "model_type": "mistral",
   "num_attention_heads": 32,
-  "num_hidden_layers": 44,
+  "num_hidden_layers": 48,
   "num_key_value_heads": 8,
   "rms_norm_eps": 1e-05,
   "rope_theta": 1000000.0,

mergekit_config.yml

@@ -1,12 +1,14 @@
 
 dtype: float16
-merge_method: linear
+base_model: mistralai/Mistral-7B-Instruct-v0.3
+merge_method: task_arithmetic
 slices:
 - sources:
-  - layer_range: [0, 24]
-    model: mistralai/Mistral-7B-Instruct-v0.3
+    - model: mistralai/Mistral-7B-Instruct-v0.3
+      layer_range: [0, 26]
 - sources:
-  - layer_range: [12, 32]
-    model: mistralai/Mistral-7B-Instruct-v0.3
+    - model: mistralai/Mistral-7B-Instruct-v0.3
+      layer_range: [10, 32]
 parameters:
-      weight: 1.0
+  t: 1
+  weight: 1.0

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model.safetensors.index.json

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