| base_model: | |
| - codellama/CodeLlama-34b-Instruct-hf | |
| - Phind/Phind-CodeLlama-34B-v2 | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # merge-legacy | |
| 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 [codellama/CodeLlama-34b-Instruct-hf](https://huggingface.co/codellama/CodeLlama-34b-Instruct-hf) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [Phind/Phind-CodeLlama-34B-v2](https://huggingface.co/Phind/Phind-CodeLlama-34B-v2) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| models: | |
| - model: codellama/CodeLlama-34b-Instruct-hf | |
| parameters: | |
| density: [1, 0.7, 0.1] # density gradient | |
| weight: 1.0 | |
| - model: Phind/Phind-CodeLlama-34B-v2 | |
| parameters: | |
| density: 0.5 | |
| weight: [0, 0.3, 0.7, 1] # weight gradient | |
| merge_method: dare_ties | |
| base_model: codellama/CodeLlama-34b-Instruct-hf | |
| parameters: | |
| normalize: true | |
| int8_mask: true | |
| dtype: float16 | |
| ``` | |