Ultimate Llama for Natural Language Processing (NLP): Build, Fine-Tune, and Scale Next-Generation NLP Solutions with Llama to Power Future-Ready AI Systems (English Edition) - Couverture souple

Singh, Gaurav; AVA, Orange

 
9789349888531: Ultimate Llama for Natural Language Processing (NLP): Build, Fine-Tune, and Scale Next-Generation NLP Solutions with Llama to Power Future-Ready AI Systems (English Edition)
Couverture souple
ISBN 10 : 934988853X ISBN 13 : 9789349888531
Editeur : Orange Education Pvt Ltd, 2025

Synopsis

Build, Scale and Optimize Cutting-Edge NLP with Llama for Next Gen AI.

Book Description
Llama models have rapidly emerged as a cornerstone in natural language processing, redefining how AI systems understand and generate human language. From their efficient architecture to the cutting-edge advancements in Llama 4, these models enable enterprises, researchers, and developers to build powerful, scalable, and responsible NLP solutions.

This book, Ultimate Llama for Natural Language Processing (NLP), takes you on a structured journey through the evolution and applications of Llama. It begins with the foundations of the Llama series and its architecture, before progressing to core NLP tasks such as classification, summarization, sentiment analysis, and conversational AI. Subsequent chapters cover fine-tuning, transfer learning, optimization, and deployment at enterprise scale, with practical insights into real-world industry use cases. The book also addresses troubleshooting, ethical AI, and the future of multimodal and sparse Mixture-of-Experts models. Thus, by the end, readers will be well-equipped to train, adapt, and deploy Llama models across domains such as healthcare, finance, and customer engagement.

Table of Contents
1. Introduction to Llama Series
2. The Architecture of Llama Models
3. Evolution of Llama
4. Implementing NLP Tasks with Llama
5. Fine-Tuning Llama for NLP
6. Real-World Use Cases of Llama
7. Performance Tuning for Llama Models
8. Deploying Llama Models at Scale
9. Troubleshooting and Improving Llama Models
10. Transfer Learning Techniques with Llama
11. Ethical Considerations in NLP with Llama
12. Practical Applications of Llama4
13. Future Directions and Advancements in Llama
Index

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

Éditeur
Orange Education Pvt Ltd
Date d'édition
2025
Langue
anglais
ISBN 10 
934988853X
ISBN 13 
9789349888531
Reliure
Broché
Nombre de pages
459
Coordonnées du fabricant
Manufactured by Amazon on behalf of the author
https://www.amazon.fr/hz/contact-us

c/o Amazon Media EU S.à.r.l., 38 Avenue John F. Kennedy
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