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--- |
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base_model: [] |
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tags: |
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- mergekit |
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- merge |
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--- |
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Quantized using 200 samples of 8192 tokens from an RP-oriented [PIPPA](https://huggingface.co/datasets/royallab/PIPPA-cleaned) dataset. For purposes other than RP, use quantizations done on a more general dataset. |
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Requires ExllamaV2 version 0.0.11 and up. |
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Original model link: [notstoic/Nous-Hermes-2-Mixtruct-v0.1-8x7B-DPO-DARE_TIES](https://huggingface.co/notstoic/Nous-Hermes-2-Mixtruct-v0.1-8x7B-DPO-DARE_TIES) |
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Original model README below. |
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*** |
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# Nous-Hermes-2-Mixtruct-v0.1-8x7B-DPO-DARE_TIES |
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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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An experimental merge. |
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Prompt format: ChatML or Mixtral-8x7B-Instruct-v0.1 |
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### Merge Method |
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This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using ./models/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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* [Mixtral-8x7B-Instruct-v0.1](https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1) |
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* [Nous-Hermes-2-Mixtral-8x7B-DPO](https://huggingface.co/NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO) |
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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: ./models/Mixtral-8x7B-Instruct-v0.1 |
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parameters: |
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density: 0.5 |
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weight: 1.0 |
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- model: ./models/Nous-Hermes-2-Mixtral-8x7B-DPO |
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parameters: |
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density: 0.5 |
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weight: 0.5 |
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merge_method: dare_ties |
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base_model: ./models/Mixtral-8x7B-v0.1 |
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parameters: |
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#normalize: false |
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#int8_mask: true |
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dtype: bfloat16 |
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``` |
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