| base_model: | |
| - Open-Orca/Mistral-7B-SlimOrca | |
| - cognitivecomputations/samantha-1.1-westlake-7b-laser | |
| - cognitivecomputations/dolphin-2.2.1-mistral-7b | |
| - Nexusflow/Starling-LM-7B-beta | |
| - cognitivecomputations/openchat-3.5-0106-laser | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # mistral-dareties-v92 | |
| 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 [Open-Orca/Mistral-7B-SlimOrca](https://huggingface.co/Open-Orca/Mistral-7B-SlimOrca) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [cognitivecomputations/samantha-1.1-westlake-7b-laser](https://huggingface.co/cognitivecomputations/samantha-1.1-westlake-7b-laser) | |
| * [cognitivecomputations/dolphin-2.2.1-mistral-7b](https://huggingface.co/cognitivecomputations/dolphin-2.2.1-mistral-7b) | |
| * [Nexusflow/Starling-LM-7B-beta](https://huggingface.co/Nexusflow/Starling-LM-7B-beta) | |
| * [cognitivecomputations/openchat-3.5-0106-laser](https://huggingface.co/cognitivecomputations/openchat-3.5-0106-laser) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| base_model: Open-Orca/Mistral-7B-SlimOrca | |
| dtype: bfloat16 | |
| merge_method: dare_ties | |
| models: | |
| - model: cognitivecomputations/openchat-3.5-0106-laser | |
| parameters: | |
| density: 0.74 | |
| weight: [0, 0.2, 0.4] | |
| - model: Nexusflow/Starling-LM-7B-beta | |
| parameters: | |
| density: 0.74 | |
| weight: [0.3, 0.4] | |
| - model: cognitivecomputations/samantha-1.1-westlake-7b-laser | |
| parameters: | |
| density: 0.74 | |
| weight: [0.3, 0.4] | |
| - model: cognitivecomputations/dolphin-2.2.1-mistral-7b | |
| parameters: | |
| density: 0.74 | |
| weight: [0.3, 0.4] | |
| parameters: | |
| int8_mask: true | |
| normalize: true | |
| ``` | |