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--- |
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base_model: |
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- inflatebot/MN-12B-Mag-Mell-R1 |
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- DavidAU/MN-GRAND-Gutenberg-Lyra4-Lyra-12B-DARKNESS |
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- ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2 |
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- TheDrummer/UnslopNemo-12B-v4 |
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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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# <span style="color:yellow">Proper README will be added soon!</span> |
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# AngelSlayer-12B-Unslop-Mell-RPMax-DARKNESS-v2 |
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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 linear [DELLA](https://arxiv.org/abs/2406.11617) merge method using [TheDrummer/UnslopNemo-12B-v4](https://huggingface.co/TheDrummer/UnslopNemo-12B-v4) 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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* [inflatebot/MN-12B-Mag-Mell-R1](https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1) |
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* [DavidAU/MN-GRAND-Gutenberg-Lyra4-Lyra-12B-DARKNESS](https://huggingface.co/DavidAU/MN-GRAND-Gutenberg-Lyra4-Lyra-12B-DARKNESS) |
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* [ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2](https://huggingface.co/ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2) |
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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: ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2 |
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parameters: |
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weight: |
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- filter: self_attn |
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value: 0.3 |
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- filter: mlp |
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value: 0.15 |
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- value: 0.25 |
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density: 0.6 |
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- model: inflatebot/MN-12B-Mag-Mell-R1 |
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parameters: |
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weight: |
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- filter: self_attn |
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value: 0.15 |
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- filter: mlp |
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value: 0.3 |
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- value: 0.2 |
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density: 0.7 |
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- model: TheDrummer/UnslopNemo-12B-v4 |
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parameters: |
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weight: |
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- filter: self_attn |
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value: 0.25 |
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- filter: mlp |
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value: 0.15 |
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- value: 0.25 |
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density: 0.6 |
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- model: DavidAU/MN-GRAND-Gutenberg-Lyra4-Lyra-12B-DARKNESS |
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parameters: |
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weight: |
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- filter: self_attn |
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value: 0.2 |
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- filter: mlp |
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value: 0.30 |
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- value: 0.2 |
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density: 0.5 |
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base_model: TheDrummer/UnslopNemo-12B-v4 |
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merge_method: della_linear |
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dtype: bfloat16 |
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chat_template: "chatml" |
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tokenizer_source: union |
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parameters: |
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normalize: true |
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int8_mask: true |
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epsilon: 0.05 |
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lambda: 1 |
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``` |
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