| base_model: | |
| - meta-llama/Llama-2-70b-hf | |
| - codellama/CodeLlama-70b-Python-hf | |
| - codellama/CodeLlama-70b-Instruct-hf | |
| tags: | |
| - mergekit | |
| - merge | |
| # codellamaultra | |
| This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). | |
| ## Merge Details | |
| ### Merge Method | |
| This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [meta-llama/Llama-2-70b-hf](https://huggingface.co/meta-llama/Llama-2-70b-hf) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [codellama/CodeLlama-70b-Python-hf](https://huggingface.co/codellama/CodeLlama-70b-Python-hf) | |
| * [codellama/CodeLlama-70b-Instruct-hf](https://huggingface.co/codellama/CodeLlama-70b-Instruct-hf) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| models: | |
| - model: codellama/CodeLlama-70b-Python-hf | |
| parameters: | |
| density: 0.5 | |
| weight: 0.5 | |
| - model: codellama/CodeLlama-70b-Instruct-hf | |
| parameters: | |
| density: 0.5 | |
| weight: 1.0 | |
| merge_method: dare_ties | |
| base_model: meta-llama/Llama-2-70b-hf | |
| parameters: | |
| # You can uncomment and set these parameters as needed | |
| # normalize: false | |
| # int8_mask: true | |
| dtype: float16 | |
| ``` | |