| base_model: | |
| - adowu/autocodit4 | |
| - alpindale/Mistral-7B-v0.2-hf | |
| - beowolx/MistralHermes-CodePro-7B-v1 | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # merge | |
| 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 [adowu/autocodit4](https://huggingface.co/adowu/autocodit4) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [alpindale/Mistral-7B-v0.2-hf](https://huggingface.co/alpindale/Mistral-7B-v0.2-hf) | |
| * [beowolx/MistralHermes-CodePro-7B-v1](https://huggingface.co/beowolx/MistralHermes-CodePro-7B-v1) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| models: | |
| - model: adowu/autocodit4 | |
| parameters: | |
| density: 1.0 | |
| weight: 0.8 | |
| - model: alpindale/Mistral-7B-v0.2-hf | |
| parameters: | |
| density: 0.6 | |
| weight: 1.0 | |
| - model: beowolx/MistralHermes-CodePro-7B-v1 | |
| parameters: | |
| density: 0.6 | |
| weight: 1.0 | |
| merge_method: dare_ties | |
| base_model: adowu/autocodit4 | |
| parameters: | |
| normalize: true | |
| int8_mask: true | |
| dtype: bfloat16 | |
| vocab_size: 128000 | |
| ``` | |