| base_model: | |
| - meta-llama/Meta-Llama-3-8B-Instruct | |
| - NousResearch/Hermes-2-Pro-Llama-3-8B | |
| - aaditya/Llama3-OpenBioLLM-8B | |
| 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 [meta-llama/Meta-Llama-3-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [NousResearch/Hermes-2-Pro-Llama-3-8B](https://huggingface.co/NousResearch/Hermes-2-Pro-Llama-3-8B) | |
| * [aaditya/Llama3-OpenBioLLM-8B](https://huggingface.co/aaditya/Llama3-OpenBioLLM-8B) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| models: | |
| - model: meta-llama/Meta-Llama-3-8B-Instruct | |
| # Base model providing a general foundation without specific parameters | |
| - model: meta-llama/Meta-Llama-3-8B-Instruct | |
| parameters: | |
| density: 0.60 | |
| weight: 0.5 | |
| - model: NousResearch/Hermes-2-Pro-Llama-3-8B | |
| parameters: | |
| density: 0.55 | |
| weight: 0.1 | |
| - model: aaditya/Llama3-OpenBioLLM-8B | |
| parameters: | |
| density: 0.55 | |
| weight: 0.4 | |
| merge_method: dare_ties | |
| base_model: meta-llama/Meta-Llama-3-8B-Instruct | |
| parameters: | |
| int8_mask: true | |
| dtype: bfloat16 | |
| ``` | |