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--- |
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inference: false |
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language: |
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- en |
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library_name: transformers |
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pipeline_tag: text-generation |
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tags: |
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- mixtral |
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- mergekit |
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- merge |
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license: apache-2.0 |
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datasets: |
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- jondurbin/airoboros-3.2 |
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--- |
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# Air-Striker-Mixtral-8x7B-Instruct-ZLoss |
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Experimental model, trained using config and [Transformers/Axolotl](https://github.com/DocShotgun/axolotl) forks provided by [Doctor-Shotgun](https://huggingface.co/Doctor-Shotgun) |
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Model was fine-tuned from [Mixtral-8x7B-v0.1](https://huggingface.co/mistralai/Mixtral-8x7B-v0.1) with airoboros-3.2 dataset, for 4 epochs, ChatML prompt format at 8K context length. |
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Additionally, model was then merged with [Mixtral-8x7B-Instruct-v0.1](https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1): |
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--- |
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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 [linear](https://arxiv.org/abs/2203.05482) merge method. |
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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 |
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* LoneStriker/Air-Striker-Mixtral-8x7B-ZLoss |
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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/Mixtral-8x7B-Instruct-v0.1 |
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parameters: |
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weight: 0.5 |
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- model: LoneStriker/Air-Striker-Mixtral-8x7B-ZLoss |
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parameters: |
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weight: 0.5 |
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merge_method: linear |
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dtype: bfloat16 |
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``` |
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