Hands-On Large Language Models
a year ago
- #Machine Learning
- #Educational Resources
- #Large Language Models
- The repository contains code examples from the book 'Hands-On Large Language Models' by Jay Alammar and Maarten Grootendorst.
- The book features nearly 300 custom-made figures to visually educate readers on practical tools and concepts for using Large Language Models (LLMs).
- Examples are optimized for Google Colab, which provides a free T4 GPU with 16GB VRAM, ensuring ease of setup and stability.
- Additional setup guides are available for local installation, including conda and PyTorch configurations.
- The book has received high praise from notable figures in AI, including Andrew Ng, Nils Reimers, Josh Starmer, Luis Serrano, and Leland McInnes.
- Complimentary visual guides on advanced topics like Mamba, Quantization, Mixture of Experts, and more are available in the bonus folder.
- Readers are encouraged to cite the book if it aids their research, with citation details provided.