Learn how to build and train a GPT-2 language model from scratch using PyTorch. This guide outlines steps to create a custom tokenizer, data loader, and a simple language model, demonstrating the process with Taylor Swift and Ed Sheeran song data. Follow along with the code provided to understand and implement each part of the model.
Table of contents
A Practical Guide to Building GPT-2 with PyTorch (Part 1)ResourcesBuilding GPT-2 Architecture1. Building a custom Tokenizer2. Building a Data Loader3. Train a simple language modelReferencesSort: