JSL MedPhi2 2.7B
A large language model for the medical domain developed by John Snow Labs, optimized based on Microsoft Phi-2 architecture
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Release Time : 4/30/2024
Model Overview
A 2.7B-parameter large language model specialized in the medical field, suitable for tasks like medical Q&A and clinical knowledge reasoning
Model Features
Medical Domain Optimization
Specially trained and optimized for medical professional content
Efficient Reasoning
Based on Phi-2 architecture, maintaining good performance with a smaller parameter count
Professional Evaluation
Comprehensively evaluated on multiple medical professional datasets
Model Capabilities
Medical text generation
Medical Q&A systems
Clinical knowledge reasoning
Medical literature comprehension
Use Cases
Medical Education
Medical Exam Assistance
Helping medical students prepare for professional exams
Achieved 38.99% accuracy on the medmcqa dataset
Clinical Decision Support
Clinical Knowledge Q&A
Answering clinical-related professional questions
Achieved 63.4% accuracy on the MMLU clinical knowledge subset
Medical Research
Literature Q&A
Understanding and answering medical literature-related questions
Achieved 73% accuracy on the PubMedQA dataset
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