master the art of engineering large language models from concept to production Iusztin, Paul creator author. Labonne, Maxime joint author. Birmingham, England Packt Publishing Limited 2024 eng 522 pages : illustrations ; 24 cm 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. Paul Iusztin and Maxime Labonne. Includes bibliographical references and index. Large language models Artificial intelligence Machine learning Natural language processing (Computer science) Computer software Development 006.3 IUS/L 9781836200062 (paperback) IN-BhIIT 261012 20261012180207.0 11544