The Hundred-Page Language Models Book

by Andriy Burkov

Provides a hands-on progression from machine learning basics through count-based models and recurrent neural networks to modern transformer architectures and large language models, with working Python code and practical techniques for prompt engineering and finetuning.

• Chapter 1 Machine Learning Basics
• Chapter 2 Language Modeling Basics
• Chapter 3 Recurrent Neural Network
• Chapter 4 Transformer
• Chapter 5 Large Language Model
• Chapter 6 Further Reading