Add merged model

README.md

@@ -1,6 +1,5 @@
 ---
 base_model:
-- Qwen/Qwen2.5-Math-7B-Instruct
 - DHMATH/Qwen-7B-Instruct
 - Qwen/Qwen2.5-7B-Instruct
 library_name: transformers
@@ -21,7 +20,6 @@ This model was merged using the [TIES](https://arxiv.org/abs/2306.01708) merge m
 ### Models Merged
 
 The following models were included in the merge:
-* [Qwen/Qwen2.5-Math-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Math-7B-Instruct)
 * [DHMATH/Qwen-7B-Instruct](https://huggingface.co/DHMATH/Qwen-7B-Instruct)
 
 ### Configuration
@@ -38,13 +36,14 @@ parameters:
 slices:
 - sources:
   - layer_range: [0, 28]
-    model: Qwen/Qwen2.5-Math-7B-Instruct
+    model: Qwen/Qwen2.5-7B-Instruct
     parameters:
-      weight: 1.0
+      density: 0.7
+      weight: 0.4
   - layer_range: [0, 28]
     model: DHMATH/Qwen-7B-Instruct
     parameters:
-      weight: 1.0
-  - layer_range: [0, 28]
-    model: Qwen/Qwen2.5-7B-Instruct
+      density: 1.0
+      weight: 0.6
+tokenizer_source: DHMATH/Qwen-7B-Instruct
 ```

config.json

@@ -25,5 +25,5 @@
   "transformers_version": "4.47.1",
   "use_cache": true,
   "use_sliding_window": false,
-  "vocab_size": 152064
+  "vocab_size": 151665
 }

mergekit_config.yml

@@ -7,12 +7,13 @@ parameters:
 slices:
 - sources:
   - layer_range: [0, 28]
-    model: Qwen/Qwen2.5-Math-7B-Instruct
+    model: Qwen/Qwen2.5-7B-Instruct
     parameters:
-      weight: 1.0
+      density: 0.7
+      weight: 0.4
   - layer_range: [0, 28]
     model: DHMATH/Qwen-7B-Instruct
     parameters:
-      weight: 1.0
-  - layer_range: [0, 28]
-    model: Qwen/Qwen2.5-7B-Instruct
+      density: 1.0
+      weight: 0.6
+tokenizer_source: DHMATH/Qwen-7B-Instruct

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