000			a
999			_c33855 _d33855
008			250409b xxu||||| |||| 00| 0 eng d
020			_a9789363864740
082			_a006.3 _bCHA
100			_aChakraborty, Tanmoy
245			_aIntroduction to large language models generative AI for text
260			_bWiley India, _c2024 _aNew Delhi :
300			_axxi, 461 p. ; _bill., _c25 cm
365			_b795.00 _c₹ _d01
504			_aIncludes bibliographical references and index.
520			_aIntroduction to Large Language Models (LLMs) is a comprehensive guide for understanding the foundations and advancements of Generative AI for Text. Designed for educators and enthusiasts, the book starts with key linguistic concepts and progresses through NLP fundamentals—from word embeddings to pretrained foundational models. Readers will learn how LLMs process and generate language, overcome limitations, and enhance performance using techniques like prompt engineering, retrieval-augmented generation, and human alignment. The book uniquely presents cutting-edge research in a concise format, enriched with visual aids, exercises, and practical resources. Ideal for computer science faculty, this resource offers both theoretical insights and real-world applications, showcasing how LLMs like ChatGPT are transforming technology and advancing AI innovation.
650			_aChatGPT
650			_aLanguage Model
650			_aScaling Laws
650			_aLLMs process
650			_aPrompt engineering
650			_aRetrieval-augmented generation
650			_aHuman alignment
942			_2ddc _cBK