{"product_id":"how-large-language-models-work","title":"How Large Language Models Work","description":"\u003cp\u003e\u003cstrong\u003eLearn how large language models like GPT and Gemini work under the hood in plain English.\u003c\/strong\u003e\u003cbr\u003e\u003cbr\u003e\u003cem\u003eHow Large Language Models Work\u003c\/em\u003e 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.\u003cbr\u003e\u003cbr\u003eIn \u003cem\u003eHow Large Language Models Work\u003c\/em\u003e you will learn how to:\u003cbr\u003e\u003cbr\u003e\u003c\/p\u003e \u003cul\u003e  \u003cli\u003eTest and evaluate LLMs\u003c\/li\u003e  \u003cli\u003eUse human feedback, supervised fine-tuning, and Retrieval augmented generation (RAG)\u003c\/li\u003e  \u003cli\u003eReducing the risk of bad outputs, high-stakes errors, and automation bias\u003c\/li\u003e  \u003cli\u003eHuman-computer interaction systems\u003c\/li\u003e  \u003cli\u003eCombine LLMs with traditional ML\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cbr\u003e\u003cem\u003eHow Large Language Models Work\u003c\/em\u003e is written by some of the best machine learning researchers at Booz Allen Hamilton, including researcher \u003cstrong\u003eStella Biderman\u003c\/strong\u003e, Director of AI\/ML Research \u003cstrong\u003eDrew Farris\u003c\/strong\u003e, and Director of Emerging AI \u003cstrong\u003eEdward Raff\u003c\/strong\u003e. 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.\u003c\/p\u003e","brand":"MediaPlace","offers":[{"title":"Default Title","offer_id":57423324774782,"sku":"NW9781633437081","price":56.0,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1379\/1261\/files\/9781633437081.jpg?v=1778892714","url":"https:\/\/mediaplace.com\/en-usa\/products\/how-large-language-models-work","provider":"MediaPlace","version":"1.0","type":"link"}