| base_model: | |
| - jambroz/FNCARL-7b | |
| - HuggingFaceH4/mistral-7b-anthropic | |
| - jambroz/sixtyoneeighty-7b | |
| - mlabonne/UltraMerge-7B | |
| 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 [jambroz/sixtyoneeighty-7b](https://huggingface.co./jambroz/sixtyoneeighty-7b) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [jambroz/FNCARL-7b](https://huggingface.co./jambroz/FNCARL-7b) | |
| * [HuggingFaceH4/mistral-7b-anthropic](https://huggingface.co./HuggingFaceH4/mistral-7b-anthropic) | |
| * [mlabonne/UltraMerge-7B](https://huggingface.co./mlabonne/UltraMerge-7B) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| base_model: jambroz/sixtyoneeighty-7b | |
| dtype: bfloat16 | |
| merge_method: dare_ties | |
| models: | |
| - model: jambroz/sixtyoneeighty-7b | |
| - model: mlabonne/UltraMerge-7B | |
| parameters: | |
| density: '0.53' | |
| weight: '0.4' | |
| - model: HuggingFaceH4/mistral-7b-anthropic | |
| parameters: | |
| density: '0.53' | |
| weight: '0.3' | |
| - model: jambroz/FNCARL-7b | |
| parameters: | |
| density: '0.53' | |
| weight: '0.3' | |
| parameters: | |
| int8_mask: true | |
| ``` | |