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.
