CoolFace
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zjudai/flowertune-medical-lora-llama-3.1-8b-instruct

sourceHugging Faceupdated 1y agoView on Hugging Face
2likes164downloads
Model Card

FlowerTune Medical LoRA Model

This is a LoRA adapter for meta-llama/Llama-3.1-8B-Instruct fine-tuned with Flower federated learning framework on medical NLP datasets.

Model Performance

  • —PubMedQA: 0.5994
  • —MedMCQA: 0.6940
  • —MedQA: 0.5994
  • —CareQA: 0.5774
  • —Average: 0.6175

Training Details

  • —Domain: Medical
  • —Training method: Federated LoRA fine-tuning with FlowerTune
  • —Framework: Flower

This model is a LoRA adapter fine-tuned on meta-llama/Llama-3.1-8B-Instruct using the Flower federated learning framework. It was trained on medical NLP datasets through distributed learning. The model achieved scores of PubMedQA: 0.5994, MedMCQA: 0.6940, MedQA: 0.5994, CareQA: 0.5774, with an average score of 0.6175.

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