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--- |
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base_model: |
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- Tokerss/NeoMixUnleashedFineTuned |
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- Envoid/MN-12B-Tarsus |
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- mergekit-community/mergekit-ties-crxzkjs |
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- matchaaaaa/MN-Tiramisu-12B |
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- Nohobby/MN-12B-Siskin-v0.2 |
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- mergekit-community/mergekit-slerp-yvvcncu |
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- mergekit-community/mergekit-slerp-zbeneng |
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- LatitudeGames/Wayfarer-12B |
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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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# merge |
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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 [mergekit-community/mergekit-slerp-yvvcncu](https://huggingface.co/mergekit-community/mergekit-slerp-yvvcncu) 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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* [Tokerss/NeoMixUnleashedFineTuned](https://huggingface.co/Tokerss/NeoMixUnleashedFineTuned) |
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* [Envoid/MN-12B-Tarsus](https://huggingface.co/Envoid/MN-12B-Tarsus) |
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* [mergekit-community/mergekit-ties-crxzkjs](https://huggingface.co/mergekit-community/mergekit-ties-crxzkjs) |
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* [matchaaaaa/MN-Tiramisu-12B](https://huggingface.co/matchaaaaa/MN-Tiramisu-12B) |
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* [Nohobby/MN-12B-Siskin-v0.2](https://huggingface.co/Nohobby/MN-12B-Siskin-v0.2) |
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* [mergekit-community/mergekit-slerp-zbeneng](https://huggingface.co/mergekit-community/mergekit-slerp-zbeneng) |
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* [LatitudeGames/Wayfarer-12B](https://huggingface.co/LatitudeGames/Wayfarer-12B) |
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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: mergekit-community/mergekit-slerp-yvvcncu |
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parameters: |
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weight: 1.0 # Base model (no scaling) |
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- model: LatitudeGames/Wayfarer-12B |
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parameters: |
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weight: 0.9 # Base model (scaled by 0.9) |
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- model: Envoid/MN-12B-Tarsus |
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parameters: |
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weight: 0.9 # Base model (scaled by 0.9) |
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- model: mergekit-community/mergekit-slerp-zbeneng |
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parameters: |
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weight: 0.8 # Base model (scaled by 0.8) |
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- model: matchaaaaa/MN-Tiramisu-12B |
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parameters: |
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weight: 0.8 # Base model (scaled by 0.8) |
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- model: Nohobby/MN-12B-Siskin-v0.2 |
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parameters: |
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weight: 0.8 # Base model (scaled by 0.8) |
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- model: Tokerss/NeoMixUnleashedFineTuned |
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parameters: |
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weight: 0.6 # Base model (scaled by 0.6) |
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- model: mergekit-community/mergekit-ties-crxzkjs |
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parameters: |
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weight: 0.5 # Task-specific model (scaled by 0.5) |
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merge_method: task_arithmetic # Use task arithmetic for merging |
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base_model: mergekit-community/mergekit-slerp-yvvcncu # Explicitly define the base model |
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``` |
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