| base_model: | |
| - argilla/notus-7b-v1 | |
| - ajibawa-2023/Code-Mistral-7B | |
| - HuggingFaceH4/mistral-7b-anthropic | |
| - Undi95/BigL-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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [HuggingFaceH4/mistral-7b-anthropic](https://huggingface.co/HuggingFaceH4/mistral-7b-anthropic) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [argilla/notus-7b-v1](https://huggingface.co/argilla/notus-7b-v1) | |
| * [ajibawa-2023/Code-Mistral-7B](https://huggingface.co/ajibawa-2023/Code-Mistral-7B) | |
| * [Undi95/BigL-7B](https://huggingface.co/Undi95/BigL-7B) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| models: | |
| - model: Undi95/BigL-7B | |
| parameters: | |
| density: 0.9 | |
| weight: 0.8 | |
| - model: ajibawa-2023/Code-Mistral-7B | |
| parameters: | |
| density: 0.8 | |
| weight: 0.7 | |
| - model: HuggingFaceH4/mistral-7b-anthropic | |
| parameters: | |
| density: 0.9 | |
| weight: 0.8 | |
| - model: argilla/notus-7b-v1 | |
| parameters: | |
| density: 0.3 | |
| weight: 0.3 | |
| merge_method: ties | |
| base_model: HuggingFaceH4/mistral-7b-anthropic | |
| parameters: | |
| normalize: true | |
| int8_mask: true | |
| dtype: bfloat16 | |
| ``` | |