| base_model: | |
| - mistralai/Mistral-7B-v0.1 | |
| - mistralai/Mistral-7B-Instruct-v0.2 | |
| - Nondzu/Mistral-7B-codealpaca-lora | |
| - TIGER-Lab/MAmmoTH2-7B | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # dare | |
| 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 [Linear DARE](https://arxiv.org/abs/2311.03099) merge method using [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2) | |
| * [Nondzu/Mistral-7B-codealpaca-lora](https://huggingface.co/Nondzu/Mistral-7B-codealpaca-lora) | |
| * [TIGER-Lab/MAmmoTH2-7B](https://huggingface.co/TIGER-Lab/MAmmoTH2-7B) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| # DARE + Average Merging | |
| # random seed: 42 | |
| # Each parameter refers to DARE [https://arxiv.org/abs/2311.03099] | |
| base_model: mistralai/Mistral-7B-v0.1 | |
| models: | |
| - model: mistralai/Mistral-7B-Instruct-v0.2 | |
| parameters: | |
| density: 0.2 | |
| weight: 1.0 | |
| - model: TIGER-Lab/MAmmoTH2-7B | |
| parameters: | |
| density: 0.2 | |
| weight: 1.0 | |
| - model: Nondzu/Mistral-7B-codealpaca-lora | |
| parameters: | |
| density: 0.2 | |
| weight: 1.0 | |
| merge_method: dare_linear | |
| parameters: | |
| normalize: true | |
| lambda: 1.0 | |
| rescale: true | |
| dtype: float16 | |
| tokenizer: | |
| source: union | |
| ``` | |