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--- |
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base_model: |
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- v000000/NM-12B-Lyris-dev-3 |
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- ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.1 |
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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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# insanity |
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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 della_linear merge method using [ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.1](https://huggingface.co/ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.1) 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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* Insanity/chatml |
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* Insanity/uncen |
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* [v000000/NM-12B-Lyris-dev-3](https://huggingface.co/v000000/NM-12B-Lyris-dev-3) |
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* Insanity/conv |
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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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base_model: ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.1 |
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dtype: bfloat16 |
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merge_method: della_linear |
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parameters: |
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epsilon: 0.04 |
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int8_mask: 1.0 |
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lambda: 1.05 |
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normalize: 0.0 |
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rescale: 1.0 |
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slices: |
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- sources: |
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- layer_range: [0, 40] |
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model: ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.1 |
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parameters: |
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density: [0.45, 0.55, 0.45, 0.55, 0.45] |
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weight: [0.2, 0.3, 0.2, 0.3, 0.2] |
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- layer_range: [0, 40] |
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model: Insanity/chatml |
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parameters: |
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density: [0.6, 0.4, 0.5, 0.4, 0.6] |
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weight: [0.01768, -0.01675, 0.01285, -0.01696, 0.01421] |
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- layer_range: [0, 40] |
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model: Insanity/uncen |
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parameters: |
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density: [0.6, 0.4, 0.5, 0.4, 0.6] |
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weight: [0.01768, -0.01675, 0.01285, -0.01696, 0.01421] |
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- layer_range: [0, 40] |
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model: Insanity/conv |
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parameters: |
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density: [0.7] |
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weight: [0.208, 0.139, 0.139, 0.139, 0.208] |
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- layer_range: [0, 40] |
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model: v000000/NM-12B-Lyris-dev-3 |
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parameters: |
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density: [0.45, 0.55, 0.45, 0.55, 0.45] |
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weight: [0.33] |
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tokenizer_source: base |
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``` |
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