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--- |
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license: apache-2.0 |
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language: |
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- en |
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base_model: |
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- meta-llama/Llama-3.1-8B-instruct |
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pipeline_tag: text-generation |
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tags: |
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- lora |
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- adapter |
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- writing |
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- CoT |
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--- |
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## Model Details |
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- Base Model: meta-llama/Llama-3.1-8B-instruct |
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## Merger Configuration |
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### Source Adapters |
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All source adapters share the following configuration: |
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- Rank (r): 16 |
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- Alpha: 16 |
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- Target Modules: |
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- q_proj (Query projection) |
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- k_proj (Key projection) |
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- v_proj (Value projection) |
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- o_proj (Output projection) |
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- up_proj (Upsampling projection) |
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- down_proj (Downsampling projection) |
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- gate_proj (Gate projection) |
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- The order of loading adapters may affect the final result |
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- Equal weights were chosen to maintain balanced influence from each adapter |
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- The merged adapter maintains the same architecture and rank as the original adapters |
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- While this adapter merges multiple fine-tunes, each component was developed as part of independent research efforts to explore and language model capabilities as part of R&D process. |
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