Read How GPT Works - Books Library

How GPT Works

Unknown Author

4.9/5 (27820 ratings)

Description:Learn how large language models like GPT and Gemini work under the hood in plain English.How GPT Works translates years of expert research on Large Language Models into a readable, focused introduction to working with these amazing systems. It explains clearly how LLMs function, introduces the optimization techniques to fine tune them, and shows how to create pipelines and processes to ensure your AI applications are efficient and error-free.In How GPT Works you will learn how to:- Test and evaluate LLMs- Use human feedback, supervised fine tuning, and Retrieval augmented generation (RAG)- Reducing the risk of bad outputs, high-stakes errors, and automation bias- Human-computer interaction systems- Combine LLMs with traditional MLHow GPT Works is written by some of the best machine learning researchers at Booz Allen Hamilton, including researcher Stella Biderman, Director of AI/ML Research Drew Farris, and Director of Emerging AI Edward Raff. In clear and simple terms, these experts lay out the foundational concepts of LLMs, the technology’s opportunities and limitations, and best practices for incorporating AI into your organization.about the bookHow GPT Works is an introduction to LLMs that explores OpenAI’s GPT models. The book takes you inside ChatGPT, showing how a prompt becomes text output. In clear, plain language, this illuminating book shows you when and why LLMs make errors, and how you can account for inaccuracies in your AI solutions. Once you know how LLMs work, you’ll be ready to start exploring the bigger questions of AI, such as how LLMs “think” differently that humans, how to best design LLM-powered systems that work well with human operators, and what ethical, legal, and security issues can—and will—arise from AI automation.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with How GPT Works. To get started finding How GPT Works, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

Pages: 200

Format: PDF, EPUB & Kindle Edition

Publisher: Manning

Release: 2024

ISBN: 1633437086

Description: Learn how large language models like GPT and Gemini work under the hood in plain English.How GPT Works translates years of expert research on Large Language Models into a readable, focused introduction to working with these amazing systems. It explains clearly how LLMs function, introduces the optimization techniques to fine tune them, and shows how to create pipelines and processes to ensure your AI applications are efficient and error-free.In How GPT Works you will learn how to:- Test and evaluate LLMs- Use human feedback, supervised fine tuning, and Retrieval augmented generation (RAG)- Reducing the risk of bad outputs, high-stakes errors, and automation bias- Human-computer interaction systems- Combine LLMs with traditional MLHow GPT Works is written by some of the best machine learning researchers at Booz Allen Hamilton, including researcher Stella Biderman, Director of AI/ML Research Drew Farris, and Director of Emerging AI Edward Raff. In clear and simple terms, these experts lay out the foundational concepts of LLMs, the technology’s opportunities and limitations, and best practices for incorporating AI into your organization.about the bookHow GPT Works is an introduction to LLMs that explores OpenAI’s GPT models. The book takes you inside ChatGPT, showing how a prompt becomes text output. In clear, plain language, this illuminating book shows you when and why LLMs make errors, and how you can account for inaccuracies in your AI solutions. Once you know how LLMs work, you’ll be ready to start exploring the bigger questions of AI, such as how LLMs “think” differently that humans, how to best design LLM-powered systems that work well with human operators, and what ethical, legal, and security issues can—and will—arise from AI automation.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with How GPT Works. To get started finding How GPT Works, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

Special Offer | $0.00

Special Offer! | $0.00

How GPT Works

How GPT Works

More Books