gpt-fine-tuning-with-nodejs  by dabit3

Node.js starter for GPT fine-tuning

created 2 years ago
255 stars

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Project Summary

This project provides a starter kit for fine-tuning GPT models using Node.js, targeting developers who want to customize GPT for specific tasks without deep Python expertise. It simplifies the process of preparing data, uploading it to OpenAI, initiating fine-tuning jobs, and testing the resulting custom models.

How It Works

The project leverages Node.js scripts to interact with the OpenAI API. It abstracts the complexities of API calls for file uploads, fine-tuning job creation, and model testing. This approach allows developers familiar with JavaScript to manage the fine-tuning lifecycle, benefiting from Node.js's asynchronous capabilities for API interactions.

Quick Start & Requirements

  • Install dependencies: npm install or yarn
  • Prerequisites: Python, Node.js, OpenAI API Key.
  • Setup: Clone the repository, install Node.js dependencies, and set the OPENAI_KEY environment variable.
  • Run scripts: node uploadFile.js, node createFineTune.js, node listFineTunes.js, node createCompletion.js.
  • Tutorial: https://github.com/dabit3/gpt-fine-tuning-with-nodejs

Highlighted Details

  • End-to-end Node.js workflow for GPT fine-tuning.
  • Scripts for file upload, fine-tune creation, status listing, and model testing.
  • Demonstrates fine-tuning the davinci model.

Maintenance & Community

No specific information on contributors, sponsorships, or community channels is provided in the README.

Licensing & Compatibility

The README does not specify a license. Compatibility for commercial use or closed-source linking is not addressed.

Limitations & Caveats

This project is presented as a starter kit and may require modifications for advanced use cases or different GPT models. The README does not detail error handling or advanced configuration options.

Health Check
Last commit

2 years ago

Responsiveness

Inactive

Pull Requests (30d)
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Issues (30d)
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