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README.md

@@ -4,32 +4,32 @@ tags:
 - merge
 - mergekit
 - lazymergekit
-- unsloth/gemma-2b-bnb-4bit
-- google/gemma-2b-it
+- jiayihao03/gemma2b_code_java
+- jiayihao03/gemma_2b_code_python_4bit
 ---
 
 # Gemma-2b-ties
 
 Gemma-2b-ties is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
-* [unsloth/gemma-2b-bnb-4bit](https://huggingface.co/unsloth/gemma-2b-bnb-4bit)
-* [google/gemma-2b-it](https://huggingface.co/google/gemma-2b-it)
+* [jiayihao03/gemma2b_code_java](https://huggingface.co/jiayihao03/gemma2b_code_java)
+* [jiayihao03/gemma_2b_code_python_4bit](https://huggingface.co/jiayihao03/gemma_2b_code_python_4bit)
 
 ## 🧩 Configuration
 
 \```yaml
 models:
   - model: unsloth/gemma-2b-bnb-4bit
+  - model: jiayihao03/gemma2b_code_java
     parameters:
       density: 0.5
-      weight: 0.5
-  - model: google/gemma-2b-it
+      weight: 0.3
+  - model: jiayihao03/gemma_2b_code_python_4bit
     parameters:
       density: 0.5
-      weight: 0.5 # weight gradient
+      weight: 0.3
 merge_method: ties
-base_model: unsloth/gemma-2b-it-bnb-4bit
+base_model: unsloth/gemma-2b-bnb-4bit
 parameters:
   normalize: true
-  int8_mask: true
-dtype: bfloat16
+dtype: float16
 \```

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "unsloth/gemma-2b-it-bnb-4bit",
+  "_name_or_path": "unsloth/gemma-2b-bnb-4bit",
   "architectures": [
     "GemmaForCausalLM"
   ],
@@ -35,7 +35,7 @@
   "rms_norm_eps": 1e-06,
   "rope_scaling": null,
   "rope_theta": 10000.0,
-  "torch_dtype": "bfloat16",
+  "torch_dtype": "float16",
   "transformers_version": "4.38.2",
   "use_cache": true,
   "vocab_size": 256000

mergekit_config.yml

@@ -1,16 +1,16 @@
 
 models:
   - model: unsloth/gemma-2b-bnb-4bit
+  - model: jiayihao03/gemma2b_code_java
     parameters:
       density: 0.5
-      weight: 0.5
-  - model: google/gemma-2b-it
+      weight: 0.3
+  - model: jiayihao03/gemma_2b_code_python_4bit
     parameters:
       density: 0.5
-      weight: 0.5 # weight gradient
+      weight: 0.3
 merge_method: ties
-base_model: unsloth/gemma-2b-it-bnb-4bit
+base_model: unsloth/gemma-2b-bnb-4bit
 parameters:
   normalize: true
-  int8_mask: true
-dtype: bfloat16
+dtype: float16

model-00001-of-00002.safetensors

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+size 1981978768

model-00002-of-00002.safetensors

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model.safetensors.index.json

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