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--- |
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base_model: |
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- dbands/llama-3-8b-instruct_code_instructions_122k_alpaca_style_16bit |
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- artificialguybr/llama3-8b-redmond-code290k |
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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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# Mermaid-Coder-Llama-3-8B |
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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 SLERP merge method. |
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### Models Merged |
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The following models were included in the merge: |
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* [dbands/llama-3-8b-instruct_code_instructions_122k_alpaca_style_16bit](https://huggingface.co/dbands/llama-3-8b-instruct_code_instructions_122k_alpaca_style_16bit) |
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* [artificialguybr/llama3-8b-redmond-code290k](https://huggingface.co/artificialguybr/llama3-8b-redmond-code290k) |
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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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slices: |
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- sources: |
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- model: dbands/llama-3-8b-instruct_code_instructions_122k_alpaca_style_16bit |
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layer_range: [0, 32] |
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- model: artificialguybr/llama3-8b-redmond-code290k |
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layer_range: [0, 32] |
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# - model: TroyDoesAI/Mermaid-Llama-3-8B |
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# layer_range: [0, 32] |
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# - model: TroyDoesAI/Mermaid-Llama-3-8B |
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# layer_range: [0, 32] |
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# - model: TroyDoesAI/Mermaid-Llama-8B-Laser-High-SNR |
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# layer_range: [0, 32] |
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merge_method: slerp |
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base_model: dbands/llama-3-8b-instruct_code_instructions_122k_alpaca_style_16bit |
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parameters: |
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t: |
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- filter: self_attn |
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value: [0, 0.5, 0.3, 0.7, 1] |
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- filter: mlp |
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value: [1, 0.5, 0.7, 0.3, 0] |
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- value: 0.5 # fallback for rest of tensors |
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dtype: float16 |
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``` |
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