Lyt når som helst, hvor som helst

Nyd den ubegrænsede adgang til tusindvis af spændende e- og lydbøger - helt gratis

  • Lyt og læs så meget du har lyst til
  • Opdag et kæmpe bibliotek fyldt med fortællinger
  • Eksklusive titler + Mofibo Originals
  • Opsig når som helst
Prøv nu
DK - Details page - Device banner - 894x1036
Cover for Large Language Model-Based Solutions: How to Deliver Value with Cost-Effective Generative AI Applications

Large Language Model-Based Solutions: How to Deliver Value with Cost-Effective Generative AI Applications

1 Bedømmelse

5

Varighed
11T 42M
Sprog
Engelsk
Format
Kategori

Fakta

In Large Language Model-Based Solutions: How to Deliver Value with Cost-Effective Generative AI Applications, Principal Data Scientist at Amazon Web Services, Shreyas Subramanian, delivers a practical guide for developers and data scientists who wish to build and deploy cost-effective large language model (LLM)-based solutions. In the book, you'll find coverage of a wide range of key topics, including how to select a model, pre- and post-processing of data, prompt engineering, and instruction fine-tuning.

The author sheds light on techniques for optimizing inference, like model quantization and pruning, as well as different and affordable architectures for typical generative AI (GenAI) applications, including search systems, agent assists, and autonomous agents. You'll also find:

● Effective strategies to address the challenge of the high computational cost associated with LLMs

● Assistance with the complexities of building and deploying affordable generative AI apps, including tuning and inference techniques

● Selection criteria for choosing a model, with particular consideration given to compact, nimble, and domain-specific models

© 2024 Ascent Audio (Lydbog): 9781663749284

Udgivelsesdato

Lydbog: 19. november 2024

Andre kan også lide...

  1. Data Science and Machine Learning Demystified: Mastering Data Science and Machine Learning: Advanced Techniques and Applications
    Data Science and Machine Learning Demystified: Mastering Data Science and Machine Learning: Advanced Techniques and Applications Liam Stone
  2. Azure OpenAI Service for Cloud Native Applications: Designing, Planning, and Implementing Generative AI Solutions
    Azure OpenAI Service for Cloud Native Applications: Designing, Planning, and Implementing Generative AI Solutions Adrian Gonzalez Sanchez
  3. Neural Networks For Beginners: How to Build Intelligent Systems from Scratch
    Neural Networks For Beginners: How to Build Intelligent Systems from Scratch Rayan Murray
  4. Neural Networks: Neural Networks Tools and Techniques for Beginners
    Neural Networks: Neural Networks Tools and Techniques for Beginners John Slavio
  5. Learning from the Machines: Shaping Intelligence in a Digital World: Harnessing Algorithms to Drive the Next Wave of Innovation
    Learning from the Machines: Shaping Intelligence in a Digital World: Harnessing Algorithms to Drive the Next Wave of Innovation Evan Carter
  6. Generative Deep Learning: Teaching Machines To Paint, Write, Compose, and Play (2nd Edition)
    Generative Deep Learning: Teaching Machines To Paint, Write, Compose, and Play (2nd Edition) David Foster
  7. Demystifying LLM, AI Mathematics, and Hardware Infra: A comprehensive guide to understanding Large Language Models, AI Mathematics, and its Hardware Infrastructure
    Demystifying LLM, AI Mathematics, and Hardware Infra: A comprehensive guide to understanding Large Language Models, AI Mathematics, and its Hardware Infrastructure Et Tu Code
  8. AI in Finance: Revolutionizing Financial Services with AI: Insights, Innovations, and Opportunities
    AI in Finance: Revolutionizing Financial Services with AI: Insights, Innovations, and Opportunities Chuck Sherman
  9. AI Value Creators: Beyond the Generative AI User Mindset
    AI Value Creators: Beyond the Generative AI User Mindset Rob Thomas
  10. Machine Learning Box Set: 2 Books in 1
    Machine Learning Box Set: 2 Books in 1 John Slavio
  11. LLMOps: A Comprehensive Guide to Deploying, Managing, and Optimizing Large Language Models
    LLMOps: A Comprehensive Guide to Deploying, Managing, and Optimizing Large Language Models Et Tu Code
  12. The Art of Machine Learning: Bridging Human Intelligence and Automated Learning
    The Art of Machine Learning: Bridging Human Intelligence and Automated Learning Evelyn Hartwell
  13. Quantum Machine Learning for Beginners: Exploring Quantum Machine Learning from Scratch
    Quantum Machine Learning for Beginners: Exploring Quantum Machine Learning from Scratch Chuck Sherman
  14. LangGraph: A comprehensive guide to building LLM agent-based AI systems with LangGraph
    LangGraph: A comprehensive guide to building LLM agent-based AI systems with LangGraph Et Tu Code
  15. Artificial Intelligence and Life: A Complete Guide to the Basic Concepts in AI, Neural Networks, Machine Learning and Data Science
    Artificial Intelligence and Life: A Complete Guide to the Basic Concepts in AI, Neural Networks, Machine Learning and Data Science Hans Weber
  16. The Mind's Mirror: Risk and Reward in the Age of AI
    The Mind's Mirror: Risk and Reward in the Age of AI Gregory Mone
  17. Generative AI for Beginners: Understanding Artificial Intelligence.: Unlocking the Matrix with GPT-4, LLMs, Deep Neural Networks, and Practical Machine Learning
    Generative AI for Beginners: Understanding Artificial Intelligence.: Unlocking the Matrix with GPT-4, LLMs, Deep Neural Networks, and Practical Machine Learning Alex Quant
  18. Algorithms: Practical Guide to Learn Algorithms For Beginners
    Algorithms: Practical Guide to Learn Algorithms For Beginners Andy Vickler
  19. Navigating the Machine Learning Landscape: A Primer to Algorithms, Data Models, and Applications
    Navigating the Machine Learning Landscape: A Primer to Algorithms, Data Models, and Applications Aria Chen
  20. Machine Learning with Python Guide for Beginners: A Beginner's Roadmap
    Machine Learning with Python Guide for Beginners: A Beginner's Roadmap Robert Francis
  21. Particle Physics: A Very Short Introduction: An Overview of Particle Physics
    Particle Physics: A Very Short Introduction: An Overview of Particle Physics Mark Hedges
  22. Mathematical Physics: Advanced Mathematical Techniques for Physicists
    Mathematical Physics: Advanced Mathematical Techniques for Physicists Mark Hedges
  23. The Art of Agile Development, 2nd Edition
    The Art of Agile Development, 2nd Edition James Shore
  24. Artificial Intelligence with Python for Beginners: Comprehensive Guide to Building AI Applications
    Artificial Intelligence with Python for Beginners: Comprehensive Guide to Building AI Applications James Ferry
  25. Mastering Machine Learning: From Concepts to Implementations: A Comprehensive Guide
    Mastering Machine Learning: From Concepts to Implementations: A Comprehensive Guide Christopher Harrison
  26. Lean Software Development: Transforming Principles into Practices for Software Excellence
    Lean Software Development: Transforming Principles into Practices for Software Excellence Steve Abrams
  27. Innovating the Future of Python Programming: Code, Create, Innovate: Unlocking the Potential of Python Programming
    Innovating the Future of Python Programming: Code, Create, Innovate: Unlocking the Potential of Python Programming Jennifer Mitchell
  28. The Ethics of Artificial Intelligence: New Frontiers
    The Ethics of Artificial Intelligence: New Frontiers Craig Dames
  29. Designing Distributed Systems: Patterns and Paradigms for Scalable, Reliable Systems Using Kubernetes, 2nd Edition
    Designing Distributed Systems: Patterns and Paradigms for Scalable, Reliable Systems Using Kubernetes, 2nd Edition Brendan Burns
  30. Deep Learning with Python for Beginners: Comprehensive Guide to Mastering Neural Networks
    Deep Learning with Python for Beginners: Comprehensive Guide to Mastering Neural Networks Brandon Scott
  31. Agile Software Development for Beginners: Advanced Strategies for Optimal  Software Development Performance
    Agile Software Development for Beginners: Advanced Strategies for Optimal Software Development Performance Jacob Richardson
  32. Leading Effective Engineering Teams: Lessons for Individual Contributors and Managers from 10 Years at Google
    Leading Effective Engineering Teams: Lessons for Individual Contributors and Managers from 10 Years at Google Addy Osmani
  33. The Apple II Age: How the Computer Became Personal
    The Apple II Age: How the Computer Became Personal Laine Nooney
  34. Software Development: Tools, Methodologies, and Best Practices for Building High-Quality Software Solutions
    Software Development: Tools, Methodologies, and Best Practices for Building High-Quality Software Solutions Michael Bishop
  35. JavaScript Essentials: Crafting Dynamic Web Experiences
    JavaScript Essentials: Crafting Dynamic Web Experiences David Brooks
  36. Software Development Metrics: Advanced Analytics. Enhancing Software Development through Metrics
    Software Development Metrics: Advanced Analytics. Enhancing Software Development through Metrics Jacob Richardson
  37. Mobile App Mastery: Creating Engaging Applications for Modern Devices
    Mobile App Mastery: Creating Engaging Applications for Modern Devices Benjamin Baker
  38. Sustainability in Software Engineering: Harnessing Eco-Efficient Techniques for Modern Development
    Sustainability in Software Engineering: Harnessing Eco-Efficient Techniques for Modern Development Steve Abrams
  39. Software Architectures for Beginners: Navigating the Building Blocks of Modern Software Design
    Software Architectures for Beginners: Navigating the Building Blocks of Modern Software Design Steve Abrams
  40. The Engineering Leader: Strategies for Scaling Teams and Yourself
    The Engineering Leader: Strategies for Scaling Teams and Yourself Cate Huston
  41. Data & AI Imperative: Designing Strategies for Exponential Growth
    Data & AI Imperative: Designing Strategies for Exponential Growth Lillian Pierson
  42. Docker Essentials: Simplifying containerization : A Beginner's Guide
    Docker Essentials: Simplifying containerization : A Beginner's Guide Mike Wilson
  43. Coding For Beginners: Learn the Techniques and Strategies to Become an Expert in Coding
    Coding For Beginners: Learn the Techniques and Strategies to Become an Expert in Coding Alexander Cane

Vælg dit abonnement

  • Over 600.000 titler

  • Download og nyd titler offline

  • Eksklusive titler + Mofibo Originals

  • Børnevenligt miljø (Kids Mode)

  • Det er nemt at opsige når som helst

Den mest populære

Premium

For dig som lytter og læser ofte.

129 kr. /måned
  • 1 konto

  • 100 timer/måned

  • Eksklusivt indhold hver uge

  • Fri lytning til podcasts

  • Ingen binding

Start tilbuddet

Unlimited

For dig som lytter og læser ubegrænset.

149 kr. /måned
  • 1 konto

  • Ubegrænset adgang

  • Eksklusivt indhold hver uge

  • Fri lytning til podcasts

  • Ingen binding

Start tilbuddet

Family

For dig som ønsker at dele historier med familien.

Fra 179 kr. /måned
  • 2-6 konti

  • 100 timer/måned pr. konto

  • Fri lytning til podcasts

  • Kun 39 kr. pr. ekstra konto

  • Ingen binding

2 konti

179 kr. /måned
Start tilbuddet

Flex

For dig som vil prøve Mofibo.

89 kr. /måned
  • 1 konto

  • 20 timer/måned

  • Gem op til 100 ubrugte timer

  • Eksklusivt indhold hver uge

  • Fri lytning til podcasts

  • Ingen binding

Prøv gratis