P

Palmyra Med 20b

Developed by Writer
Palmyra-Med-20b is a large language model in the medical field with 20 billion parameters. It is fine-tuned on a medical dataset based on Palmyra-Large and is good at medical dialogue and Q&A tasks.
Downloads 4,936
Release Time : 6/29/2023

Model Overview

This model is trained on a specially curated medical dataset to improve the performance of dialogue and Q&A in the medical field and support English medical-related tasks.

Model Features

Optimized for the medical field
Fine-tuned using the PubMedQA and MedQA medical datasets to significantly improve the accuracy of medical Q&A
Efficient inference
Supports deployment on a single 40GB A100 GPU and is compatible with the Hugging Face ecosystem
Security protection
Explicitly advises users to develop protection mechanisms and emphasizes that it cannot replace professional medical advice

Model Capabilities

Medical knowledge Q&A
Medical term explanation
Medical dialogue generation
Medical literature understanding

Use Cases

Medical assistance
Vaccine principle explanation
Explain the working principle of vaccines in plain language
The model can accurately describe the antibody production mechanism and the immune system response process
Medical exam assistance
Answer medical exam questions in the MedQA dataset
After fine-tuning, the accuracy of MedQA increased from 31.2% to 44.6%
Medical research
Literature abstract understanding
Analyze key information in PubMed literature abstracts
The accuracy on the PubMedQA dataset reaches 75.6%
Featured Recommended AI Models
AIbase
Empowering the Future, Your AI Solution Knowledge Base
© 2025AIbase