Building ChatGPT from Scratch: A Complete Step-by-Step Guide to Implementing Large Language Models with PyTorch
The open source project of 99k stars, from Tokenizer and Attention mechanism to GPT model, pre-training and fine-tuning, will guide you step by step to implement a complete LLM from scratch. Even the hardware requirements can be run with an ordinary laptop.