README.md

metadata

license: mit
title: Vietnames Medical mT5 Finetune Question and Answer
sdk: gradio
colorFrom: green
colorTo: green
python_verison: 3.10.12
sdk_version: 5.42.0
pinned: true

Vietnames Medical mT5 Finetune Question and Answer

Dataset

You can download dataset at this url: https://github.com/triet2397/UIT-ViCoV19QA

Metrics

• Loss:
  • Trainging Set: 0.306100.
  • Validation Set: 0.322764.

Demo

Demo Image

Demo Space

You can try this project demo at: https://huggingface.co/spaces/danhtran2mind/vi-medical-mt5-finetune-qa

Usage

• Install Denpendencies:

pip install -r requirements.txt

• Download download the 'danhtran2mind/vi-medical-mt5-finetune-qa' model from Hugging Face using the following commands:

cd models
git clone https://huggingface.co/danhtran2mind/vi-medical-mt5-finetune-qa
cd ..

• Run Gradio app:

python app.py

• Your app will run at localhost:7860

Denpendencies Enviroment

• Python version: 3.10.12
• Libraries verions:

  pandas==2.2.3
  numpy==1.26.4
  matplotlib==3.7.5
  scikit-learn==1.2.2
  gensim==4.3.3
  underthesea==6.8.4
  tensorflow==2.17.1
  datasets==3.3.1
  torch==2.5.1+cu121
  transformers==4.47.0