Sign-In
Cart
Designing Large Language Model Systems: System Design, Architecture, Deployment, and Operationalization
Paperback
Publisher: Independently Published
Published: Aug 6 2024
Pages: 78
Weight: 0.26
Height: 0.16 Width: 6.00 Depth: 9.00
Language: English
In the rapidly evolving landscape of artificial intelligence, large language models (LLMs) have emerged as powerful tools transforming numerous industries. Designing Large Language Model Systems: System Design, Architecture, Deployment, and Operationalization provides a comprehensive guide to understanding, building, and deploying these complex models effectively. This book is an essential resource for AI practitioners, developers, and researchers seeking to harness the full potential of LLMs.
Starting with an in-depth introduction to LLMs, the book covers their fundamental principles, including neural networks, transformers, and the key architectures like GPT, BERT, and T5. It delves into the historical evolution and the diverse applications of LLMs, providing context and grounding for readers.
The core of the book is divided into several parts, each focusing on critical aspects of LLM system design and implementation. Readers will explore system architecture, learning about the essential components, hardware requirements, and the best software frameworks. The book provides detailed guidance on designing efficient data pipelines, ensuring data quality, and optimizing model training infrastructure.
Deployment strategies are covered extensively, with insights into on-premise, cloud, and hybrid deployment models. The book offers practical advice on serving LLMs at scale, optimizing latency and throughput, and ensuring security and compliance. Operationalization is another key focus, with chapters on monitoring, maintenance, performance metrics, and cost management.
Advanced topics include scalability, performance optimization, and integration with other systems, offering case studies of successful implementations. The book also addresses ethical and social considerations, emphasizing the importance of fairness, transparency, and accountability in AI design.
To provide practical experience, the book includes hands-on projects such as building a chatbot, developing a text generation system, and creating an AI-powered recommendation engine. Each project is accompanied by step-by-step tutorials and complete solutions, enabling readers to apply their knowledge effectively.
Designing Large Language Model Systems is not just a technical guide; it is a comprehensive resource that bridges theory and practice, equipping readers with the skills and knowledge to build, deploy, and manage large language models in real-world applications
Also from
Vemula, Anand
Mastering Prompt Engineering for Generative AI: Unlocking the Full Potential of AI Technology
Vemula, Anand
Paperback
Generative AI for Business Leaders: Unlocking AI's Potential for Growth and Innovation
Vemula, Anand
Paperback
How to Build Large Language Models (LLMs): From Data Preparation to Deployment and Beyond
Vemula, Anand
Paperback
Comprehensive Guide to Generative AI with Keras: Concepts, Implementations, and Applications
Vemula, Anand
Paperback
Python for Generative AI: Practical Techniques, Applications, and Code Examples
Vemula, Anand
Paperback
Mastering Large Language Models with PyTorch: A Hands-On Guide with Practical Code Examples
Vemula, Anand
Paperback
Eucsdd: Navigating the European Union Corporate Sustainability Due Diligence Directive
Vemula, Anand
Paperback
Practical Generative AI for Data Science: From Theory to Real-World Applications
Vemula, Anand
Paperback
Designing LLM Applications: A Comprehensive Guide to Development and Deployment
Vemula, Anand
Paperback
Integrating OpenCV and Large Language Models: A Comprehensive Guide to Unified AI Systems
Vemula, Anand
Paperback
Large Language Models in Trading: Comprehensive Guide to Applications, Case Studies, and Practical Solutions
Vemula, Anand
Paperback
Generative AI Strategy and Implementation: Mastering Techniques and Advanced Applications
Vemula, Anand
Paperback
ISO 42001 AI Management System: Comprehensive Guide to Implementation and Best Practices
Vemula, Anand
Paperback
EU AI Act Explained: A Guide to the Regulation of Artificial Intelligence in Europe
Vemula, Anand
Paperback
The LLM Toolkit: Fine-Tuning, Hyperparameter Tuning, and Building Hierarchical Classifiers
Vemula, Anand
Paperback
Mastering Prompt Engineering for LLMs: Chain of Thought( CoT), Tree of thought( ToT), and Self-reflection
Vemula, Anand
Paperback
Mastering Generative AI for Cloud Solutions: Practical Applications, Hands-On Exercises, and Future Trends
Vemula, Anand
Paperback
Mastering Generative AI with Oracle OCI: From Foundations to Advanced Implementations
Vemula, Anand
Paperback
A Deep Dive into Large Language Models: Exploring the Power of Bloom, Vicuna, PaLM, Cohere, Falcon 40B, and Beyond
Vemula, Anand
Paperback
Understanding Large Language Models: A Guide to Transformer Architectures and NLP Applications
Vemula, Anand
Paperback
Mastering AI and Generative AI: From Learning Fundamentals to Advanced Applications
Vemula, Anand
Paperback
Generative AI for ESG Reporting: A Guide to Sustainability and Accountability
Vemula, Anand
Paperback
Mastering LLMs and GPUs: A Hands-on Guide to Programming, Optimization, and Deployment
Vemula, Anand
Paperback
Grokking LLM: From Fundamentals to Advanced Techniques in Large Language Models
Vemula, Anand
Paperback
Achieving NetZero: Comprehensive Strategies and Implementation for a Sustainable Future
Vemula, Anand
Paperback
LLM from Scratch: A Comprehensive Guide to Building and Applying Large Language Models
Vemula, Anand
Paperback
How Do Large Language Models Work? A Beginner's Guide to AI Chatbots and Text Generation
Vemula, Anand
Paperback
Generative AI and C++: A Hands-On Guide with Tutorials and Step-by-Step Manua
Vemula, Anand
Paperback
Mastering Generative Learning: Practical Strategies and Case Studies for Educators and Trainers
Vemula, Anand
Paperback
Generative AI Use Cases: Unlocking Creativity and Innovation Across Industries
Vemula, Anand
Paperback
Generative AI Research: Mastering Foundations, Models, and Practical Applications
Vemula, Anand
Paperback
Mastering Generative AI: Building Intelligent AI Copilots and Practical Applications
Vemula, Anand
Paperback
Generative AI Networks: Foundations, Models, Applications, and Future Directions
Vemula, Anand
Paperback
Navigating ESG: From Policy to Practice - A Comprehensive Guide to Sustainable Business Success
Vemula, Anand
Paperback
Implementing Generative AI in Cybersecurity: Techniques, Tools, and Case Studies
Vemula, Anand
Paperback
Generative AI for Telecom: Revolutionizing Connectivity and Customer Experience
Vemula, Anand
Paperback
Generative AI in Practice: A Comprehensive Guide to Techniques and Applications
Vemula, Anand
Paperback
Practical AI Strategies: Engaging with Generative AI in Education for Modern Learning
Vemula, Anand
Paperback
SGP 32 Transition: A Comprehensive Guide to Innovation, Implementation, and Continuous Improvement"
Vemula, Anand
Paperback
Navigating the European Union's Corporate Sustainability Reporting Directive: A Practical Guide
Vemula, Anand
Paperback
Generative AI with Python and TensorFlow: A Complete Guide to Mastering AI Models
Vemula, Anand
Paperback
LLM Transformers: A Comprehensive Guide to Building, Training, and Deploying Language Models
Vemula, Anand
Paperback
Generative AI Hands-On: A Practical Guide to Model Development and Real-World Applications
Vemula, Anand
Paperback
Also in
General Computers
All Data Are Local: Thinking Critically in a Data-Driven Society
Loukissas, Yanni Alexander
Paperback
Comptia Network+ Certmike: Prepare. Practice. Pass the Test! Get Certified!: Exam N10-008
Chapple, Mike
Zacker, Craig
Paperback
Interactive Theorem Proving and Program Development: Coq'art: The Calculus of Inductive Constructions
Bertot, Yves
Castéran, Pierre
Hardcover
R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
Grolemund, Garrett
Wickham, Hadley
Paperback
The Reverse Centaur's Guide to Life After AI: How to Think about Artificial Intelligence--Before It's Too Late
Doctorow, Cory
Paperback
Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems
Kleppmann, Martin
Riccomini, Chris
Paperback
The Agi Chronicles: The Inside Story of the Race to Create an Artificial Superintelligence
Roose, Kevin
Hardcover
If Anyone Builds It, Everyone Dies: Why Superhuman AI Would Kill Us All
Yudkowsky, Eliezer
Soares, Nate
Hardcover
AI for Good: How Real People Are Using Artificial Intelligence to Fix Things That Matter
Tyrangiel, Josh
Hardcover
The Year in Tech, 2027: The Insights You Need from Harvard Business Review
Review, Harvard Business
Davenport, Thomas H.
Chamorro-Premuzic, Tomas
Paperback
Human Raised: Nurturing Connection, Curiosity & Lifelong Learning in the Age of AI
Suskind, Dana, MD
Hardcover
The Year in Tech, 2026: The Insights You Need from Harvard Business Review
Anthony, Scott D.
Webb, Amy
Review, Harvard Business
Paperback
The Eureka Machine: Why AI Is the Key to Unlocking a New Era of Scientific Discoveries
Socher, Richard
Hardcover
Hbr's 10 Must Reads on AI (with Bonus Article How to Win with Machine Learning by Ajay Agrawal, Joshua Gans, and AVI Goldfarb)
Davenport, Thomas H.
Review, Harvard Business
Iansiti, Marco
Paperback
The AI Con: How to Fight Big Tech's Hype and Create the Future We Want
Bender, Emily M.
Hanna, Alex
Hardcover
Fans First: Change The Game, Break the Rules & Create an Unforgettable Experience
Cole, Jesse
Paperback
CompTIA Network+ Certification All-in-One Exam Guide, Ninth Edition (Exam N10-009)
Weissman, Jonathan S.
Paperback
A Giant Leap: How AI Is Transforming Healthcare and What That Means for Our Future
Wachter, Robert
Hardcover
Generative Ai: The Insights You Need from Harvard Business Review
Mollick, Ethan
Cremer, David De
Review, Harvard Business
Paperback
AI Literacy in Any Class: Preparing Students to Thrive in an AI Future in Any Grade Level or Content Area
Miller, Matt
Paperback
Fundamentals of Data Engineering: Plan and Build Robust Data Systems
Reis, Joe
Housley, Matt
Paperback
Atlas of AI: Power, Politics, and the Planetary Costs of Artificial Intelligence
Crawford, Kate
Paperback
Obsolete: The AI Industry's Trillion Dollar Race to Replace Us--And How to Stop It
Lovely, Garrison
Paperback
Minecraft: Guide Collection 4-Book Boxed Set (Updated): Survival (Updated), Creative (Updated), Redstone (Updated), Combat
Mojang Ab
The Official Minecraft Team
Hardcover
AI Snake Oil: What Artificial Intelligence Can Do, What It Can't, and How to Tell the Difference
Kapoor, Sayash
Narayanan, Arvind
Paperback
Python Crash Course, 3rd Edition: A Hands-On, Project-Based Introduction to Programming
Matthes, Eric
Paperback
Love Machines: How Artificial Intelligence Is Transforming Our Relationships
Muldoon, James
Hardcover
The Black Swan: Second Edition: The Impact of the Highly Improbable: With a New Section: On Robustness and Fragility
Taleb, Nassim Nicholas
Paperback
The Thinking Machine: Jensen Huang, Nvidia, and the World's Most Coveted Microchip
Witt, Stephen
Hardcover
We Are as Gods: A Survival Guide for the Age of Abundance
Kotler, Steven
Diamandis, Peter H.
Hardcover
Hands-On Machine Learning with Scikit-Learn and Pytorch: Concepts, Tools, and Techniques to Build Intelligent Systems
Géron, Aurélien
Paperback
AI with Intention: Principles and Action Steps for Teachers and School Leaders
Frontier, Tony
Paperback
Embedded Systems with ARM Cortex-M Microcontrollers in Assembly Language and C: Fourth Edition
Zhu, Yifeng
Paperback
Human + Machine, Updated and Expanded: Reimagining Work in the Age of AI
Wilson, H. James
Daugherty, Paul R.
Hardcover
Artificial Intelligence: A Guide for Thinking Humans (with a New Preface)
Mitchell, Melanie
Paperback
AP Computer Science Principles Premium, 2027: 6 Practice Tests + Comprehensive Review + Online Practice
Reichelson, Seth
Paperback
Hands-On Large Language Models: Language Understanding and Generation
Grootendorst, Maarten
Alammar, Jay
Paperback
CompTIA Tech+ Certification All-in-One Exam Guide, Third Edition (Exam FC0-U71)
Wempen, Faithe
Paperback
AP Computer Science a Premium, 13th Edition: Prep Book with 6 Practice Tests + Comprehensive Review + Online Practice (2026)
Teukolsky, Roselyn, M. S.
Carman, Chris
Paperback
The Empty Center: Permission, Connection, and What We Build When the Future is Uncertain
Drumwright, Hayes
Hardcover
Power and Prediction: The Disruptive Economics of Artificial Intelligence
Goldfarb, Avi
Agrawal, Ajay
Gans, Joshua
Hardcover
Fundamentals of Software Architecture: A Modern Engineering Approach
Richards, Mark
Ford, Neal
Paperback
An Illustrated Guide to AI Agents: Concepts and Code for Building Agents with Llms, Tools, and Memory
Alammar, Jay
Grootendorst, Maarten
Paperback
Tubes: A Journey to the Center of the Internet with a New Introduction by the Author
Blum, Andrew
Paperback
AI Projects with Raspberry Pi: High-Performance Artificial Intelligence for Robotics, Security, Home Automation, and Vision
Hattersley, Lucy
Jepson, Brian
Paperback
Minecraft: Exploded Builds: Medieval Fortress: An Official Mojang Book
Mojang Ab
The Official Minecraft Team
Paperback
The Empty Center: Permission, Connection, and What We Build When the Future is Uncertain
Drumwright, Hayes
Paperback
You Look Like a Thing and I Love You: How Artificial Intelligence Works and Why It's Making the World a Weirder Place
Shane, Janelle
Paperback
The Coming Wave: Technology, Power, and the Twenty-First Century's Greatest Dilemma
Suleyman, Mustafa
Hardcover
The Problem with Personalization: How Advertisers Learned to Make and Break Us from Ancient Times to the AI Age
Turow, Joseph
Hardcover
RHCSA Red Hat Enterprise Linux 10: Training and Exam Preparation Guide (EX200), Fourth Edition
Ghori, Asghar
Paperback
AI Snake Oil: What Artificial Intelligence Can Do, What It Can't, and How to Tell the Difference
Narayanan, Arvind
Kapoor, Sayash
Hardcover
The Return on AI: From Promise to Profit in the Age of Intelligent Business
Sawhney, Mohanbir
Mittal, Ashwin
Paperback
Minecraft: Roll for Adventure: The Temple of the Charged Creeper
Forbeck, Matt
Forbeck, Marty
Hardcover
Graphic Artists Guild Handbook, 17th Edition: Pricing & Ethical Guidelines
The Graphic Artists Guild
Paperback
Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications
Huyen, Chip
Paperback
Artificial Intelligence All-In-One for Dummies
Massaron, Luca
Minnick, Chris
Mueller, John Paul
Paperback
The Devops Handbook, 2nd Edition: How to Create World-Class Agility, Reliability, & Security in Technology Organizations
Kim, Gene
Humble, Jez
Debois, Patrick
Paperback
The Death of Expertise: The Campaign Against Established Knowledge and Why It Matters
Nichols, Tom
Paperback
You to the Power of Two: Redefining Human Potential in the Age of Identic AI
Bradley, Joseph
Tapscott, Don
Hardcover
AI for Educators: Learning Strategies, Teacher Efficiencies, and a Vision for an Artificial Intelligence Future
Miller, Matt
Paperback
More Human: How the Power of AI Can Transform the Way You Lead
Hougaard, Rasmus
Carter, Jacqueline
Hardcover
The Experimentation Machine: Finding Product-Market Fit in the Age of AI
Bussgang, Jeffrey J.
Hardcover
Hbr's 10 Must Reads on Artificial Intelligence, Updated and Expanded (Featuring How AI Can Help Managers Think Through Problems by Elisa Farri and Gab
Agrawal, Ajay
Review, Harvard Business
Davenport, Thomas H.
Paperback
Building Applications with AI Agents: Designing and Implementing Multiagent Systems
Albada, Michael
Paperback
Guilty Pleasure: The Pornification of the Internet, the Economy, and Everything Else
Nilsson, Patricia
Hardcover
The AI Ultimatum: Preparing for a World of Intelligent Machines and Radical Transformation
Brown, Steve
Hill, Paul
Paperback
Navigeren door het labyrint: Een handleiding voor het beheer van data
Sebastian-Coleman, Laura
Paperback
The Fourth Intelligence Revolution: The Future of Espionage and the Battle to Save America
Vinci, Anthony
Hardcover
Microsoft 365 Excel All-In-One for Dummies
Ringstrom, David H.
Alexander, Michael
Kusleika, Dick
Paperback
The Technological Republic: Hard Power, Soft Belief, and the Future of the West
Zamiska, Nicholas W.
Karp, Alexander C.
Hardcover
What Is Intelligence?: Lessons from AI about Evolution, Computing, and Minds
Aguera Y. Arcas, Blaise
Paperback
Comptia A+ Complete Study Guide, 2-Volume Set: Volume 1 Core 1 Exam 220-1201 and Volume 2 Core 2 Exam 220-1202
Buhagiar, Jon
Docter, Quentin
Paperback
R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
Cetinkaya-Rundel, Mine
Wickham, Hadley
Grolemund, Garrett
Paperback