| base_model: | |
| - nbeerbower/llama-3-dragonmaid-8B | |
| - cognitivecomputations/dolphin-2.9-llama3-8b | |
| - mlabonne/ChimeraLlama-3-8B | |
| - WesPro/F2PhenotypeDPO | |
| 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 [mlabonne/ChimeraLlama-3-8B](https://huggingface.co/mlabonne/ChimeraLlama-3-8B) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [nbeerbower/llama-3-dragonmaid-8B](https://huggingface.co/nbeerbower/llama-3-dragonmaid-8B) | |
| * [cognitivecomputations/dolphin-2.9-llama3-8b](https://huggingface.co/cognitivecomputations/dolphin-2.9-llama3-8b) | |
| * [WesPro/F2PhenotypeDPO](https://huggingface.co/WesPro/F2PhenotypeDPO) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| models: | |
| - model: mlabonne/ChimeraLlama-3-8B | |
| # No parameters necessary for base model | |
| - model: mlabonne/ChimeraLlama-3-8B | |
| parameters: | |
| density: 0.6 | |
| weight: 0.2 | |
| - model: nbeerbower/llama-3-dragonmaid-8B | |
| parameters: | |
| density: 0.55 | |
| weight: 0.4 | |
| - model: cognitivecomputations/dolphin-2.9-llama3-8b | |
| parameters: | |
| density: 0.55 | |
| weight: 0.2 | |
| - model: WesPro/F2PhenotypeDPO | |
| parameters: | |
| density: 0.55 | |
| weight: 0.2 | |
| merge_method: dare_ties | |
| base_model: mlabonne/ChimeraLlama-3-8B | |
| parameters: | |
| int8_mask: true | |
| dtype: float16 | |
| ``` | |