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--- |
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base_model: |
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- IntervitensInc/Mistral-Nemo-Base-2407-chatml |
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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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[Welcome, brave one; you've come a long mile.](https://www.youtube.com/watch?v=dgGEuC1F3oE) |
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# magmell-r1g |
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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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Multi-stage SLERP merge, DARE-TIES'd together. Intended to be a general purpose "Best of Nemo" model for any fictional, creative use case. Inspired by hyper-merges like Tiefighter and Umbral Mind. |
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Hero (RP, kink/trope coverage): Chronos Gold, Sunrose. |
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Monk (Intelligence, groundedness): Bophades, Wissenschaft. |
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Deity (Prose, flair): Gutenberg, Magnum 2.5 KTO. |
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### Merge Method |
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This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [IntervitensInc/Mistral-Nemo-Base-2407-chatml](https://huggingface.co/IntervitensInc/Mistral-Nemo-Base-2407-chatml) 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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* /workspace/models/magmell-r1/monk |
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* /workspace/models/magmell-r1/hero |
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* /workspace/models/magmell-r1/deity |
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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: IntervitensInc/Mistral-Nemo-Base-2407-chatml |
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merge_method: dare_ties |
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slices: |
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- sources: |
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- layer_range: [0, 40] |
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model: /workspace/models/magmell-r1/monk |
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parameters: |
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density: 0.7 |
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weight: 0.5 |
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- layer_range: [0, 40] |
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model: /workspace/models/magmell-r1/hero |
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parameters: |
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density: 0.9 |
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weight: 1.0 |
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- layer_range: [0, 40] |
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model: /workspace/models/magmell-r1/deity |
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parameters: |
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density: 0.5 |
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weight: 0.7 |
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- layer_range: [0, 40] |
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model: IntervitensInc/Mistral-Nemo-Base-2407-chatml |
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tokenizer_source: base |
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``` |
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