| 000 -LEADER |
|---|
| fixed length control field |
a |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
250409b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9789363864740 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.3 |
| Item number |
CHA |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Chakraborty, Tanmoy |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Introduction to large language models generative AI for text |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Name of publisher, distributor, etc |
Wiley India, |
| Date of publication, distribution, etc |
2024 |
| Place of publication, distribution, etc |
New Delhi : |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xxi, 461 p. ; |
| Other physical details |
ill., |
| Dimensions |
25 cm |
| 365 ## - TRADE PRICE |
|---|
| Price amount |
795.00 |
| Price type code |
₹ |
| Unit of pricing |
01 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
Introduction to Large Language Models (LLMs) is a comprehensive guide for understanding the foundations and advancements of Generative AI for Text. Designed for educators and enthusiasts, the book starts with key linguistic concepts and progresses through NLP fundamentals—from word embeddings to pretrained foundational models. Readers will learn how LLMs process and generate language, overcome limitations, and enhance performance using techniques like prompt engineering, retrieval-augmented generation, and human alignment. The book uniquely presents cutting-edge research in a concise format, enriched with visual aids, exercises, and practical resources. Ideal for computer science faculty, this resource offers both theoretical insights and real-world applications, showcasing how LLMs like ChatGPT are transforming technology and advancing AI innovation. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
ChatGPT |
|
|---|
| Topical term or geographic name as entry element |
Language Model |
|
|---|
| Topical term or geographic name as entry element |
Scaling Laws |
|
|---|
| Topical term or geographic name as entry element |
LLMs process |
|
|---|
| Topical term or geographic name as entry element |
Prompt engineering |
|
|---|
| Topical term or geographic name as entry element |
Retrieval-augmented generation |
|
|---|
| Topical term or geographic name as entry element |
Human alignment |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Item type |
Books |