Let’s Build our own GPT Model from Scratch with PyTorch

Learn how to build a basic Generative Pre-trained Transformer (GPT) model from scratch using PyTorch. This tutorial covers auto-regressive models, character-level tokenization, data batching, and training using text in the style of William Shakespeare. It provides a detailed implementation of a bi-gram language model including the use of multi-head attention, forward and training operations, and generating new text tokens.