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--- |
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base_model: [] |
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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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--- |
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# Magic-Dolphin-7b |
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Magic-Dolphin-7b |
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A linear merge of dolphin-2.6-mistral-7b-dpo-laser, merlinite-7b, and Hyperion-1.5-Mistral-7B. These three models showed excellent acumen in technical topics so I wanted to see how they would behave together in a merge. Several different ratios were tested before this release, in the end a higher weighting for merlinite-7b helped smooth out some edges. This model is a test of how LAB tuning is impacted by merges with models leveraging DPO. |
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This was my first experiment with merging models so any feedback is greatly appreciated. |
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Uses Alpaca template. |
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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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* models/Hyperion-1.5-Mistral-7B |
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* models/dolphin-2.6-mistral-7b-dpo-laser |
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* models/merlinite-7b |
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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/dolphin-2.6-mistral-7b-dpo-laser |
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parameters: |
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weight: 1.0 |
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- model: models/Hyperion-1.5-Mistral-7B |
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parameters: |
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weight: 0.3 |
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- model: models/merlinite-7b |
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parameters: |
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weight: 0.5 |
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merge_method: linear |
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dtype: float16 |
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``` |
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