| base_model: | |
| - NousResearch/Hermes-2-Pro-Llama-3-8B | |
| - Weyaxi/Einstein-v6.1-Llama3-8B | |
| - NousResearch/Meta-Llama-3-8B | |
| - asiansoul/Versatile-Llama-3-8B-1m | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # merged | |
| 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 [NousResearch/Meta-Llama-3-8B](https://huggingface.co/NousResearch/Meta-Llama-3-8B) 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) | |
| * [Weyaxi/Einstein-v6.1-Llama3-8B](https://huggingface.co/Weyaxi/Einstein-v6.1-Llama3-8B) | |
| * [asiansoul/Versatile-Llama-3-8B-1m](https://huggingface.co/asiansoul/Versatile-Llama-3-8B-1m) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| base_model: NousResearch/Meta-Llama-3-8B | |
| dtype: bfloat16 | |
| merge_method: dare_ties | |
| parameters: | |
| int8_mask: 1.0 | |
| slices: | |
| - sources: | |
| - layer_range: [0, 32] | |
| model: Weyaxi/Einstein-v6.1-Llama3-8B | |
| parameters: | |
| density: 0.1 | |
| weight: 1.0 | |
| - layer_range: [0, 32] | |
| model: asiansoul/Versatile-Llama-3-8B-1m | |
| parameters: | |
| density: 0.2 | |
| weight: 0.35 | |
| - layer_range: [0, 32] | |
| model: NousResearch/Hermes-2-Pro-Llama-3-8B | |
| parameters: | |
| density: 0.5 | |
| weight: 0.23 | |
| - layer_range: [0, 32] | |
| model: NousResearch/Meta-Llama-3-8B | |
| ``` | |