penr-oz-gpt-example

Implementation of an example GPT for understanding how next character is generated by a Transformer

• Based on ng-video-lecture and nanoGPT
• Using the Neural Network service

Quickstart Guide

1. Clone the Repository:

   git clone https://github.com/derinworks/penr-oz-gpt-example.git
   cd penr-oz-gpt-example

2. Create and Activate a Virtual Environment:

   • Create:

     python -m venv venv

   • Activate:
     • On Unix or macOS:

       source venv/bin/activate

     • On Windows:

       venv\Scripts\activate

3. Install Dependencies:

   pip install -r requirements.txt

4. Neural Network Service:

   • Follow instructions on Quick Start Guide
   • Deployed remotely then use a .env file as such to configure url:

   PREDICTION_SERVER_URL=http://???:8000

5. Run:

   python main.py