| base_model: | |
| - mlabonne/NeuralBeagle14-7B | |
| - Nexusflow/Starling-LM-7B-beta | |
| - CorticalStack/pastiche-crown-clown-7b-dare-dpo | |
| - mistralai/Mistral-7B-Instruct-v0.2 | |
| 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 [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [mlabonne/NeuralBeagle14-7B](https://huggingface.co/mlabonne/NeuralBeagle14-7B) | |
| * [Nexusflow/Starling-LM-7B-beta](https://huggingface.co/Nexusflow/Starling-LM-7B-beta) | |
| * [CorticalStack/pastiche-crown-clown-7b-dare-dpo](https://huggingface.co/CorticalStack/pastiche-crown-clown-7b-dare-dpo) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| base_model: mistralai/Mistral-7B-Instruct-v0.2 | |
| dtype: bfloat16 | |
| merge_method: dare_ties | |
| models: | |
| - model: mistralai/Mistral-7B-Instruct-v0.2 | |
| - model: Nexusflow/Starling-LM-7B-beta | |
| parameters: | |
| density: '0.53' | |
| weight: '0.4' | |
| - model: mlabonne/NeuralBeagle14-7B | |
| parameters: | |
| density: '0.53' | |
| weight: '0.3' | |
| - model: CorticalStack/pastiche-crown-clown-7b-dare-dpo | |
| parameters: | |
| density: '0.53' | |
| weight: '0.3' | |
| parameters: | |
| int8_mask: true | |
| ``` | |