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Introduction to large language models : generative AI for text

By: Material type: TextTextPublication details: New Delhi : Wiley, ©2025Description: xxi, 461 p. ; 24 cmISBN:
  • 9789363864740
DDC classification:
  • 006.3 CHA-I
Contents:
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
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Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
Books Books IIITD Reference Computer Science and Engineering REF 006.3 CHA-I (Browse shelf(Opens below)) Checked out Not for loan 11/07/2025 013244
Books Books IIITD General Stacks Computer Science and Engineering 006.3 CHA-I (Browse shelf(Opens below)) Checked out 04/07/2025 013191
Total holds: 1

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

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