Articles liés à Optimizing and Managing Large Language Models: Foundations,...

Optimizing and Managing Large Language Models: Foundations, Applications and Future Directions - Couverture rigide

Gupta, Meenu; Kumar, Awanit; Singh, Nirmal; Kumar, Rakesh

 
9789372190243: Optimizing and Managing Large Language Models: Foundations, Applications and Future Directions
Couverture rigide
ISBN 10 : 9372190241 ISBN 13 : 9789372190243
Editeur : New India Publishing Agency, 2026

Synopsis

Optimizing and Managing Large Language Models: Foundations, Applications, and Future Directions provides a comprehensive exploration of large language models (LLMs), their architectures, optimization techniques, and real-world applications. The book examines transformer models, retrieval-augmented generation, multimodal learning, and scalability challenges, along with solutions such as model compression and federated learning.

It highlights interdisciplinary applications in healthcare, software engineering, and scientific research while addressing ethical concerns like bias, fairness, and privacy. Covering both theoretical foundations and practical implementations, this volume serves as an essential resource for researchers, professionals, and students, offering insights into the future of intelligent, autonomous AI systems.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
New India Publishing Agency
Date d'édition
2026
Langue
anglais
ISBN 10 
9372190241
ISBN 13 
9789372190243
Reliure
Relié
Nombre de pages
364
Coordonnées du fabricant
non disponible
Personne responsable
non disponible