Building a Large Language Model from Scratch: Deep Dive into BPE Tokenization and Autoregressive Generation Principles

Introduction / Main Floor: Building a Large Language Model from Scratch: Deep Dive into BPE Tokenization and Autoregressive Generation Principles

This article introduces an educational project that implements core components of a large language model from scratch, covering the BPE tokenization algorithm, encoding/decoding processes, and next-word prediction mechanism, helping developers gain an in-depth understanding of the internal working principles of LLMs.