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--- |
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base_model: |
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- O1-OPEN/OpenO1-LLama-8B-v0.1 |
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- huihui-ai/Llama-3.1-Tulu-3-8B-abliterated |
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- ArliAI/Llama-3.1-8B-ArliAI-RPMax-v1.2 |
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- Undi95/Meta-Llama-3-8B-hf |
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- Sao10K/L3-8B-Stheno-v3.2 |
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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 linear [DARE](https://arxiv.org/abs/2311.03099) merge method using [Undi95/Meta-Llama-3-8B-hf](https://huggingface.co/Undi95/Meta-Llama-3-8B-hf) 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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* [O1-OPEN/OpenO1-LLama-8B-v0.1](https://huggingface.co/O1-OPEN/OpenO1-LLama-8B-v0.1) |
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* [huihui-ai/Llama-3.1-Tulu-3-8B-abliterated](https://huggingface.co/huihui-ai/Llama-3.1-Tulu-3-8B-abliterated) |
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* [ArliAI/Llama-3.1-8B-ArliAI-RPMax-v1.2](https://huggingface.co/ArliAI/Llama-3.1-8B-ArliAI-RPMax-v1.2) |
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* [Sao10K/L3-8B-Stheno-v3.2](https://huggingface.co/Sao10K/L3-8B-Stheno-v3.2) |
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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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merge_method: dare_linear # Define the merging method (e.g., linear, dare_linear) |
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base_model: Undi95/Meta-Llama-3-8B-hf # The base model for the merge |
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models: |
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- model: Sao10K/L3-8B-Stheno-v3.2 |
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parameters: |
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attention_heads: 0.6 |
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weight: 1.0 # Added missing weight parameter |
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- model: ArliAI/Llama-3.1-8B-ArliAI-RPMax-v1.2 |
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parameters: |
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feedforward: 0.4 |
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weight: 1.0 # Add weight for consistency |
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- model: O1-OPEN/OpenO1-LLama-8B-v0.1 |
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parameters: |
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all: 0.3 |
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weight: 1.0 # Add weight for consistency |
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- model: huihui-ai/Llama-3.1-Tulu-3-8B-abliterated |
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parameters: |
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layer_norm: 0.2 |
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weight: 1.0 # Add weight for consistency |
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parameters: |
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general: 0.6 # Default parameter for fallback |
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dtype: float16 # Data type for merging |
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tokenizer_source: union # Tokenizer combining method |
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output_path: ./merged_model # Output location for the merged model |
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``` |
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