---
library_name: peft
base_model: google/medgemma-27b-text-it
tags:
- medgemma
- medical
- nhs
- clinical-documentation
- lora
- qlora
- kaggle-competition
license: apache-2.0
---
# Clarke LoRA Adapter — MedGemma 27B for NHS Clinic Letters
QLoRA fine-tuned adapter for `google/medgemma-27b-text-it`.
- **Method**: QLoRA (4-bit NF4, LoRA rank 16, alpha 32)
- **Target modules**: q_proj, k_proj, v_proj, o_proj
- **Training data**: 5 gold-standard NHS clinic letters
- **Final loss**: 0.9159
- **Competition**: [MedGemma Impact Challenge](https://www.kaggle.com/competitions/medgemma-impact-challenge)