Hands-On Large Language Models

Welcome! In this repository you will find the code for all examples throughout the book Hands-On Large Language Models written by Jay Alammar and Maarten Grootendorst which we playfully dubbed:

"The Illustrated LLM Book"

In pre-production by O'Reilly Media, 2024

Table of Contents

Chapter	Notebook
Chapter 1: Introduction to Language Models	To be released
Chapter 2: Tokens and Embeddings	To be released
Chapter 3: Looking Inside Transformer LLMs	To be released
Chapter 4: Text Classification	To be released
Chapter 5: Text Clustering and Topic Modeling	To be released
Chapter 6: Prompt Engineering	To be released
Chapter 7: Advanced Text Generation Techniques and Tools	To be released
Chapter 8: Semantic Search and Retrieval-Augmented Generation	To be released
Chapter 9: Multimodal Large Language Models	To be released
Chapter 10: Creating Text Embedding Models	To be released
Chapter 11: Fine-tuning Representation Models for Classification	To be released
Chapter 12: Fine-tuning Generation Models	To be released