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- ---
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- license: apache-2.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ library_name: peft
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+ base_model: google/medgemma-27b-text-it
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+ tags: [medgemma, medical, nhs, clinical-documentation, lora, qlora, kaggle-competition]
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+ license: apache-2.0
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+ ---
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+ # Clarke LoRA Adapter — MedGemma 27B for NHS Clinic Letters
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+ QLoRA fine-tuned adapter for `google/medgemma-27b-text-it`, trained to generate structured NHS outpatient clinic letters.
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+ - **Method**: QLoRA (4-bit NF4, LoRA rank 16, alpha 32)
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+ - **Target modules**: q_proj, k_proj, v_proj, o_proj
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+ - **Training data**: 5 gold-standard NHS clinic letters
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+ - **Final loss**: 1.7117
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+ - **Competition**: [MedGemma Impact Challenge](https://www.kaggle.com/competitions/medgemma-impact-challenge)