Description: Further DetailsTitle: Decoding Large Language ModelsCondition: NewFormat: PaperbackEAN: 9781835084656Language: EnglishISBN-10: 1835084656ISBN: 9781835084656Author: Irena CroninType: AI & Machine LearningItem Length: 191mmItem Height: 235mmSubtitle: An exhaustive guide to understanding, implementing, and optimizing LLMs for NLP applicationsPublisher: Packt Publishing LimitedRelease Date: 10/31/2024Description: Explore the architecture, development, and deployment strategies of large language models to unlock their full potentialKey FeaturesGain in-depth insight into LLMs, from architecture through to deploymentLearn through practical insights into real-world case studies and optimization techniquesGet a detailed overview of the AI landscape to tackle a wide variety of AI and NLP challengesPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionEver wondered how large language models (LLMs) work and how they're shaping the future of artificial intelligence? Written by a renowned author and AI, AR, and data expert, Decoding Large Language Models is a combination of deep technical insights and practical use cases that not only demystifies complex AI concepts, but also guides you through the implementation and optimization of LLMs for real-world applications.You’ll learn about the structure of LLMs, how they're developed, and how to utilize them in various ways. The chapters will help you explore strategies for improving these models and testing them to ensure effective deployment. Packed with real-life examples, this book covers ethical considerations, offering a balanced perspective on their societal impact. You’ll be able to leverage and fine-tune LLMs for optimal performance with the help of detailed explanations. You’ll also master techniques for training, deploying, and scaling models to be able to overcome complex data challenges with confidence and precision. This book will prepare you for future challenges in the ever-evolving fields of AI and NLP.By the end of this book, you’ll have gained a solid understanding of the architecture, development, applications, and ethical use of LLMs and be up to date with emerging trends, such as GPT-5.What you will learnExplore the architecture and components of contemporary LLMsExamine how LLMs reach decisions and navigate their decision-making processImplement and oversee LLMs effectively within your organizationMaster dataset preparation and the training process for LLMsHone your skills in fine-tuning LLMs for targeted NLP tasksFormulate strategies for the thorough testing and evaluation of LLMsDiscover the challenges associated with deploying LLMs in production environmentsDevelop effective strategies for integrating LLMs into existing systemsWho this book is forIf you’re a technical leader working in NLP, an AI researcher, or a software developer interested in building AI-powered applications, this book is for you. To get the most out of this book, you should have a foundational understanding of machine learning principles; proficiency in a programming language such as Python; knowledge of algebra and statistics; and familiarity with natural language processing basics.Country/Region of Manufacture: GBGenre: Computing & InternetRelease Year: 2024 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Decoding Large Language Models
Title: Decoding Large Language Models
EAN: 9781835084656
ISBN-10: 1835084656
ISBN: 9781835084656
Item Height: 235mm
Subtitle: An exhaustive guide to understanding, implementing, and optimizin
Release Date: 10/31/2024
Release Year: 2024
Country/Region of Manufacture: GB
Genre: Computing & Internet
Publication Name: Decoding Large Language Models : A Comprehensive Guide to Understanding, Implementing, and Optimizing LLMs for NLP Applications
Language: English
Publisher: Packt Publishing, The Limited
Publication Year: 2024
Subject: Intelligence (Ai) & Semantics, General
Type: Textbook
Author: Irena Cronin
Subject Area: Mathematics, Computers
Item Length: 92.5 in
Item Width: 75 in
Format: Trade Paperback