LLM engineer's handbook : master the art of engineering large language models from concept to production /
Paul Iusztin and Maxime Labonne.
- Birmingham, England : Packt Publishing Limited, 2024.
- 522 pages : illustrations ; 24 cm
Includes bibliographical references and index.
Understanding the LLM Twin concept and architecture -- Tooling and installation -- Data engineering -- RAG feature pipeline -- Supervised fine-tuning -- Fine-tuning with preference alignment -- Evaluating LLMs -- Inference optimization -- RAG inference pipeline -- Inference pipeline deployment -- MLOps and LLMOps -- MLOps principles.
9781836200062 (paperback)
Large language models. Artificial intelligence. Machine learning. Natural language processing (Computer science) Computer software--Development.