Web-App-Cost-Effective-Fine-Tuning

This repository contains the files for the article named "A Web Application for a Cost-Effective Fine-Tuning of Open-Source LLMs in Education".

Contents

• requirements_llm.txt: Libraries required for the Large Language Model fine-tuning and inference.
• requirements_web_app.txt: Libraries required for the web application.
• app.py: Main code for the web application.
• celery_utils.py: Utility functions for Celery integration.
• templates/: Contains HTML templates.
• static/css/: Contains CSS files.
• ipynbs/: Contains Jupyter notebooks.
  • threads.ipynb: Notebook to launch the web application.

Usage

Run the threads.ipynb to start the web application.

Contact

For any inquiries or support, please contact 100451534@alumnos.uc3m.es.