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README.md
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base_model: llama323-16
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tags:
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- text-generation-inference
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- transformers
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- unsloth
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- llama
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- trl
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license: apache-2.0
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language:
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- en
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---
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- **License:** apache-2.0
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- **Finetuned from model :** llama323-16
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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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## 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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