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

Meenu Gupta; Awanit Kumar; Nirmal Singh; Rakesh Kumar

Rilegato

ISBN 10: 9372190241 ISBN 13: 9789372190243

Casa editrice: New India Publishing Agency – NIPA, 2026

Riassunto

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.

Dettagli dell'edizione

• Editore: New India Publishing Agency – NIPA
• Data di pubblicazione: 2026
• Lingua: Inglese
• ISBN 10: 9372190241
• ISBN 13: 9789372190243
• Rilegatura: Copertina rigida
• Numero di pagine: 364
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile