---
base_model: mistralai/Mistral-7B-Instruct-v0.3
tags:
- peft
- lora
- federated-learning
- flower
- medical
---

# FlowerTune Medical LoRA Model

This is a LoRA adapter for mistralai/Mistral-7B-Instruct-v0.3 fine-tuned with Flower federated learning framework on medical NLP datasets.

## Model Performance
- PubMedQA: 0.5440
- MedMCQA: 0.5520
- MedQA: 0.5440
- CareQA: 0.4980
- Average: 0.5345

## Training Details
- Domain: Medical
- Training method: Federated LoRA fine-tuning with FlowerTune
- Framework: Flower

This model is a LoRA adapter fine-tuned on mistralai/Mistral-7B-Instruct-v0.3 using the Flower federated learning framework. It was trained on medical NLP datasets through distributed learning. The model achieved scores of PubMedQA: 0.5440, MedMCQA: 0.5520, MedQA: 0.5440, CareQA: 0.4980, with an average score of 0.5345.

## Links
- FlowerTune Homepage: [https://huggingface.co/zjudai/FlowerTune](https://huggingface.co/zjudai/FlowerTune)
- FlowerTune Collection: [https://huggingface.co/collections/zjudai/flowertune-lora-collection-67ecd5d0dae6145cbf798439](https://huggingface.co/collections/zjudai/flowertune-lora-collection-67ecd5d0dae6145cbf798439)