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The Practical Guide to Large Language Models

Language EnglishEnglish
Book Paperback
Book The Practical Guide to Large Language Models Gridin
Libristo code: 49845347
Publishers APRESS L.P., April 2026
This book is a practical guide to harnessing Hugging Face's powerful transformers library, unlocking... Full description
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This book is a practical guide to harnessing Hugging Face's powerful transformers library, unlocking access to the largest open-source LLMs. By simplifying complex NLP concepts and emphasizing practical application, it empowers data scientists, machine learning engineers, and NLP practitioners to build robust solutions without delving into theoretical complexities.

The book is structured into three parts to facilitate a step-by-step learning journey. Part One covers building production-ready LLM solutions introduces the Hugging Face library and equips readers to solve most of the common NLP challenges without requiring deep knowledge of transformer internals. Part Two focuses on empowering LLMs with RAG and intelligent agents exploring Retrieval-Augmented Generation (RAG) models, demonstrating how to enhance answer quality and develop intelligent agents. Part Three covers LLM advances focusing on expert topics such as model training, principles of transformer architecture and other cutting-edge techniques related to the practical application of language models.

Each chapter includes practical examples, code snippets, and hands-on projects to ensure applicability to real-world scenarios. This book bridges the gap between theory and practice, providing professionals with the tools and insights to develop practical and efficient LLM solutions.

 

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About the book

Full name The Practical Guide to Large Language Models
Author Gridin, Ivan
Language English
Binding Book - Paperback
Date of issue 2026
Number of pages 360
EAN 9798868822155
Libristo code 49845347
Publishers APRESS L.P.
Weight 706
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