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--- |
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base_model: |
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- taozi555/MN-12B-Mag-Mell-R1-KTO |
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- Vortex5/MegaMoon-Karcher-12B |
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- Vortex5/Scarlet-Ink-12B |
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- Vortex5/Harmonic-Moon-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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- roleplay |
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--- |
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 |
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# Velvet-Orchid-12B |
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This is a multi-stage 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 DELLA](https://arxiv.org/abs/2406.11617) merge method using [Vortex5/MegaMoon-Karcher-12B](https://huggingface.co/Vortex5/MegaMoon-Karcher-12B) 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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* ./intermediates/First |
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* [taozi555/MN-12B-Mag-Mell-R1-KTO](https://huggingface.co/taozi555/MN-12B-Mag-Mell-R1-KTO) |
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* [Vortex5/Scarlet-Ink-12B](https://huggingface.co/Vortex5/Scarlet-Ink-12B) |
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* [Vortex5/Harmonic-Moon-12B](https://huggingface.co/Vortex5/Harmonic-Moon-12B) |
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### Configuration |
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The following YAML configuration was used to produce this model: |
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<details> |
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<summary><b>Merge Config</b> (click to expand)</summary> |
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```yaml |
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name: First |
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models: |
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- model: Vortex5/Harmonic-Moon-12B |
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- model: Vortex5/Scarlet-Ink-12B |
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merge_method: karcher |
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dtype: bfloat16 |
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parameters: |
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tol: 1e-10 |
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max_iter: 1200 |
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tokenizer: |
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source: union |
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``` |
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```yaml |
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base_model: Vortex5/MegaMoon-Karcher-12B |
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dtype: bfloat16 |
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merge_method: della_linear |
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modules: |
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default: |
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slices: |
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- sources: |
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- layer_range: [0, 40] |
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model: ./intermediates/First |
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parameters: |
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density: 0.5 |
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epsilon: 0.4 |
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weight: [0.9, 0.2, 0.2, 0.2, 0.95, 0.8, 0.4, 0.2] |
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- layer_range: [0, 40] |
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model: taozi555/MN-12B-Mag-Mell-R1-KTO |
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parameters: |
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density: 0.5 |
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epsilon: 0.4 |
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weight: [0.1, 0.9, 1.0, 0.95, 0.4, 0.4, 0.5, 0.3] |
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- layer_range: [0, 40] |
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model: Vortex5/MegaMoon-Karcher-12B |
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parameters: |
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lambda: 1.0 |
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normalize: 1.0 |
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tokenizer: {} |
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``` |
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</details> |
