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--- |
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base_model: |
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- ReadyArt/Forgotten-Safeword-24B-3.6 |
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- huihui-ai/Mistral-Small-24B-Instruct-2501-abliterated |
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- mistralai/Mistral-Small-24B-Base-2501 |
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- TheDrummer/Cydonia-24B-v2.1 |
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- PocketDoc/Dans-PersonalityEngine-V1.2.0-24b |
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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 [DARE TIES](https://arxiv.org/abs/2311.03099) merge method using [mistralai/Mistral-Small-24B-Base-2501](https://huggingface.co/mistralai/Mistral-Small-24B-Base-2501) 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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* [ReadyArt/Forgotten-Safeword-24B-3.6](https://huggingface.co/ReadyArt/Forgotten-Safeword-24B-3.6) |
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* [huihui-ai/Mistral-Small-24B-Instruct-2501-abliterated](https://huggingface.co/huihui-ai/Mistral-Small-24B-Instruct-2501-abliterated) |
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* [TheDrummer/Cydonia-24B-v2.1](https://huggingface.co/TheDrummer/Cydonia-24B-v2.1) |
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* [PocketDoc/Dans-PersonalityEngine-V1.2.0-24b](https://huggingface.co/PocketDoc/Dans-PersonalityEngine-V1.2.0-24b) |
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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: mistralai/Mistral-Small-24B-Base-2501 |
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# No parameters necessary for the base model |
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- model: huihui-ai/Mistral-Small-24B-Instruct-2501-abliterated |
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parameters: |
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density: 0.5 # Retaining 50% of this model's parameters |
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weight: 0.1 # Lower influence |
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- model: TheDrummer/Cydonia-24B-v2.1 # Highest influence |
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parameters: |
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density: 0.9 # Retaining 90% of this model's parameters |
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weight: 0.4 # Highest influence |
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- model: PocketDoc/Dans-PersonalityEngine-V1.2.0-24b # Second highest influence |
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parameters: |
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density: 0.7 # Retaining 70% of this model's parameters |
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weight: 0.3 # Second highest influence |
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- model: ReadyArt/Forgotten-Safeword-24B-3.6 |
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parameters: |
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density: 0.6 # Retaining 60% of this model's parameters |
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weight: 0.2 # Moderate influence |
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merge_method: dare_ties |
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base_model: mistralai/Mistral-Small-24B-Base-2501 |
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parameters: |
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normalize: true # Normalizes parameter scaling for consistency |
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int8_mask: true # Optimizes for memory-efficient int8 operations |
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dtype: bfloat16 # Maintains computations in bfloat16 for performance efficiency |
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``` |
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