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Medical Mt5 Large

Developed by HiTZ
Medical mT5 is the first open-source multilingual text generation model for the medical domain, based on the mT5 checkpoint, supporting English, Spanish, French, and Italian.
Downloads 3,019
Release Time : 10/31/2023

Model Overview

This model is based on the encoder-decoder structure of mT5, specifically optimized for medical domain text generation tasks, suitable for multilingual medical text processing.

Model Features

Multilingual medical text generation
Multilingual text generation capability specifically optimized for the medical domain, supporting four major European languages
Domain adaptation training
Continuous training based on 4.5 billion medical domain tokens to enhance medical text comprehension
Efficient training configuration
Utilizes Adafactor optimizer and constant learning rate scheduling, completing training in just 10.5 hours on 4×A100 GPUs

Model Capabilities

Medical text generation
Multilingual text processing
Medical question answering
Medical text summarization

Use Cases

Medical information processing
Medication information generation
Generate appropriate medication recommendations and reasoning based on symptom descriptions
As shown in the example of cough medicine recommendation
Cross-lingual medical consultation
Supports multilingual medical consultation text generation
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