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--- |
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base_model: |
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- mistralai/Mixtral-8x7B-Instruct-v0.1 |
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- cognitivecomputations/dolphin-2.5-mixtral-8x7b |
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- mistralai/Mixtral-8x7B-v0.1 |
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- mistralai/Mixtral-8x7B-v0.1 |
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- Doctor-Shotgun/limarp-zloss-mixtral-8x7b-qlora |
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tags: |
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- mergekit |
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- merge |
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--- |
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# DolphinLimaTrio-Mixtral-8x7b |
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All credit to [kalomaze](https://huggingface.co/kalomaze) |
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). |
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## Merge Details |
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### Merge Method |
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This model was merged using the [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using [mistralai/Mixtral-8x7B-v0.1](https://huggingface.co/mistralai/Mixtral-8x7B-v0.1) as a base. |
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### Models Merged |
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The following models were included in the merge: |
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* [mistralai/Mixtral-8x7B-Instruct-v0.1](https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1) |
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* [cognitivecomputations/dolphin-2.5-mixtral-8x7b](https://huggingface.co/cognitivecomputations/dolphin-2.5-mixtral-8x7b) |
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* [mistralai/Mixtral-8x7B-v0.1](https://huggingface.co/mistralai/Mixtral-8x7B-v0.1) + [Doctor-Shotgun/limarp-zloss-mixtral-8x7b-qlora](https://huggingface.co/Doctor-Shotgun/limarp-zloss-mixtral-8x7b-qlora) |
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### Configuration |
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The following YAML configuration was used to produce this model: |
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```yaml |
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merge_method: task_arithmetic |
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base_model: mistralai/Mixtral-8x7B-v0.1 |
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models: |
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- model: mistralai/Mixtral-8x7B-Instruct-v0.1 |
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parameters: |
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weight: 0.8 |
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- model: cognitivecomputations/dolphin-2.5-mixtral-8x7b |
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parameters: |
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weight: 0.2 |
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- model: mistralai/Mixtral-8x7B-v0.1+Doctor-Shotgun/limarp-zloss-mixtral-8x7b-qlora |
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parameters: |
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weight: 0.25 |
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dtype: bfloat16 |
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``` |
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