| base_model: | |
| - Sao10K/MN-12B-Lyra-v1 | |
| - aetherwiing/MN-12B-Starcannon-v3 | |
| - BeaverAI/mistral-doryV2-12b | |
| - cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b | |
| 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 linear [DARE](https://arxiv.org/abs/2311.03099) merge method using [aetherwiing/MN-12B-Starcannon-v3](https://huggingface.co/aetherwiing/MN-12B-Starcannon-v3) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [Sao10K/MN-12B-Lyra-v1](https://huggingface.co/Sao10K/MN-12B-Lyra-v1) | |
| * [BeaverAI/mistral-doryV2-12b](https://huggingface.co/BeaverAI/mistral-doryV2-12b) | |
| * [cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b](https://huggingface.co/cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| models: | |
| - model: cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b | |
| parameters: | |
| weight: 0.25 | |
| density: 0.3 | |
| - model: BeaverAI/mistral-doryV2-12b | |
| parameters: | |
| weight: 0.25 | |
| density: 0.3 | |
| - model: aetherwiing/MN-12B-Starcannon-v3 | |
| parameters: | |
| weight: 0.25 | |
| density: 0.6 | |
| - model: Sao10K/MN-12B-Lyra-v1 | |
| parameters: | |
| weight: 0.25 | |
| density: 0.4 | |
| merge_method: dare_linear | |
| base_model: aetherwiing/MN-12B-Starcannon-v3 | |
| dtype: bfloat16 | |
| ``` | |