| base_model: | |
| - dnagpt/llama-dna | |
| - GreatCaptainNemo/ProLLaMA | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # llama_pro_base_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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [GreatCaptainNemo/ProLLaMA](https://huggingface.co/GreatCaptainNemo/ProLLaMA) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [dnagpt/llama-dna](https://huggingface.co/dnagpt/llama-dna) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| models: | |
| - model: GreatCaptainNemo/ProLLaMA #wanglab/mixtral_7b_dna_pretrain | |
| # no parameters necessary for base model | |
| - model: dnagpt/llama-dna #EstherXC/mixtral_7b_protein_pretrain | |
| parameters: | |
| density: 0.5 | |
| weight: 0.2 | |
| merge_method: ties | |
| base_model: GreatCaptainNemo/ProLLaMA #wanglab/mixtral_7b_dna_pretrain | |
| parameters: | |
| normalize: true | |
| dtype: float16 | |
| ``` | |