Introduction to large language models : generative AI for text
Chakraborty, Tanmoy
Introduction to large language models : generative AI for text by Tanmoy Chakraborty - New Delhi : Wiley, ©2025 - xxi, 461 p. ; 24 cm.
Included Index
1. Introduction 2. An overview of natural language processing and neural networks 3. Word embedding 4. Statistical language model 5. Neural language models 6. Transformers 7. Language model pertaining 8. Fine-tuning and alignment of LLMs 9. Prompting Strategies in LLMs 10. Efficient methods for fine-tuning LLMs 11. Augmented large language models 12. Multilingual and multimodal LLMs 13. Responsible LLMs 14. Advanced topics in large language models 15. LLMs in Action
9789363864740
006.3 / CHA-I
Introduction to large language models : generative AI for text by Tanmoy Chakraborty - New Delhi : Wiley, ©2025 - xxi, 461 p. ; 24 cm.
Included Index
1. Introduction 2. An overview of natural language processing and neural networks 3. Word embedding 4. Statistical language model 5. Neural language models 6. Transformers 7. Language model pertaining 8. Fine-tuning and alignment of LLMs 9. Prompting Strategies in LLMs 10. Efficient methods for fine-tuning LLMs 11. Augmented large language models 12. Multilingual and multimodal LLMs 13. Responsible LLMs 14. Advanced topics in large language models 15. LLMs in Action
9789363864740
006.3 / CHA-I