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--- |
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base_model: |
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- monology/mixtral-slerp0 |
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- monology/mixtral-slerp5 |
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- monology/mixtral-slerp6 |
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- monology/mixtral-slerp2 |
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- mistralai/Mistral-7B-v0.1 |
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- monology/mixtral-slerp3 |
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- monology/mixtral-slerp7 |
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- monology/mixtral-slerp4 |
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- monology/mixtral-slerp1 |
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library_name: transformers |
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tags: |
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- mergekit |
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- merge |
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license: apache-2.0 |
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--- |
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# mixtral-ties |
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For experimental purposes. Probably not very good. |
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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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-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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* [monology/mixtral-slerp0](https://huggingface.co/monology/mixtral-slerp0) |
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* [monology/mixtral-slerp5](https://huggingface.co/monology/mixtral-slerp5) |
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* [monology/mixtral-slerp6](https://huggingface.co/monology/mixtral-slerp6) |
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* [monology/mixtral-slerp2](https://huggingface.co/monology/mixtral-slerp2) |
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* [monology/mixtral-slerp3](https://huggingface.co/monology/mixtral-slerp3) |
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* [monology/mixtral-slerp7](https://huggingface.co/monology/mixtral-slerp7) |
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* [monology/mixtral-slerp4](https://huggingface.co/monology/mixtral-slerp4) |
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* [monology/mixtral-slerp1](https://huggingface.co/monology/mixtral-slerp1) |
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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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models: |
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- model: mistralai/Mistral-7B-v0.1 |
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# no parameters necessary for base model |
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- model: monology/mixtral-slerp0 |
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parameters: |
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density: 0.5 |
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weight: 0.1 |
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- model: monology/mixtral-slerp1 |
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parameters: |
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density: 0.5 |
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weight: 0.1 |
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- model: monology/mixtral-slerp2 |
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parameters: |
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density: 0.5 |
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weight: 0.1 |
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- model: monology/mixtral-slerp3 |
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parameters: |
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density: 0.5 |
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weight: 0.1 |
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- model: monology/mixtral-slerp4 |
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parameters: |
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density: 0.5 |
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weight: 0.1 |
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- model: monology/mixtral-slerp5 |
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parameters: |
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density: 0.5 |
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weight: 0.1 |
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- model: monology/mixtral-slerp6 |
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parameters: |
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density: 0.5 |
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weight: 0.1 |
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- model: monology/mixtral-slerp7 |
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parameters: |
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density: 0.5 |
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weight: 0.1 |
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merge_method: ties |
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base_model: mistralai/Mistral-7B-v0.1 |
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parameters: |
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normalize: true |
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dtype: float16 |
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``` |
