| license: apache-2.0 | |
| tags: | |
| - merge | |
| - mergekit | |
| - lazymergekit | |
| - jiayihao03/gemma2b_code_javascript_4bit | |
| - 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): | |
| * [jiayihao03/gemma2b_code_javascript_4bit](https://huggingface.co/jiayihao03/gemma2b_code_javascript_4bit) | |
| * [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 | |
| # no parameters necessary for base model | |
| - model: jiayihao03/gemma2b_code_javascript_4bit | |
| parameters: | |
| density: 0.5 | |
| weight: 0.3 | |
| - model: jiayihao03/gemma2b_code_java | |
| parameters: | |
| density: 0.5 | |
| weight: 0.3 | |
| - model: jiayihao03/gemma_2b_code_python_4bit | |
| parameters: | |
| density: 0.5 | |
| weight: 0.3 | |
| merge_method: ties | |
| base_model: unsloth/gemma-2b-bnb-4bit | |
| parameters: | |
| normalize: true | |
| dtype: float16 | |
| ``` |