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Wine Service(ChatGPT Data Prepare)

Prepare datasets for fine-tuning.

Table of Contents

General Information

  • Prepare dataset for fine-tuning.
  • Training wine shop's own wine database.
  • Quality of prompt & completion pair.
  • To skill up data processing.

Technologies Used

  • Tech 1 - Node.js
  • Tech 2 - read-excel-file/node
  • Tech 3 - fine-tune terminals

Features

List the ready features here:

  • Xlsx Reader
  • Generate jsonl for fine-tuning.

Screenshots

Wineinfo screenshot Finetune screenshot

Setup

Requires Node.js to be installed.
Run npm install to install node_modules before setup.\

Project Status

Project is: in progress

Room for Improvement

These are areas i believe need improvement / could be improved. Also added TODOs for future development.

Room for improvement:

  • Data process
  • OpenAI Fine-Tuning
  • Node.js modules

To do:

  • Quality of dataset
  • Customize Fine-Tuning

Acknowledgements

  • This project was inspired by Valentyn.
  • This project was based on this tutorial.
  • Many thanks to Valentyn.

Contact

Created by @violetstar701 - feel free to contact me!