TY - GEN AU - Iusztin, Paul, AU - Labonne, Maxime, TI - LLM engineer's handbook: master the art of engineering large language models from concept to production SN - 9781836200062 (paperback) U1 - 006.3 PY - 2024/// CY - Birmingham, England PB - Packt Publishing Limited KW - Large language models KW - Artificial intelligence KW - Machine learning KW - Natural language processing (Computer science) KW - Computer software KW - Development N1 - 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 ER -