| base_model: | |
| - wanglab/mixtral_7b_dna_pretrain | |
| - mistralai/Mistral-7B-v0.1 | |
| - EstherXC/mixtral_7b_protein_pretrain | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # mixtral_tie | |
| 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 [Task Arithmetic](https://arxiv.org/abs/2212.04089) 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: | |
| * [wanglab/mixtral_7b_dna_pretrain](https://huggingface.co/wanglab/mixtral_7b_dna_pretrain) | |
| * [EstherXC/mixtral_7b_protein_pretrain](https://huggingface.co/EstherXC/mixtral_7b_protein_pretrain) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| base_model: mistralai/Mistral-7B-v0.1 | |
| models: | |
| - model: EstherXC/mixtral_7b_protein_pretrain | |
| parameters: | |
| weight: 0.3 | |
| - model: wanglab/mixtral_7b_dna_pretrain #dnagpt/llama-dna | |
| parameters: | |
| weight: 0.3 | |
| merge_method: task_arithmetic | |
| dtype: float16 | |
| tokenizer_source: "base" | |
| ``` | |