{"product_id":"hands-on-large-language-models-language-understanding-and-generation-9781098150969","title":"Hands-On Large Language Models: Language Understanding and Generation","description":"\u003cp\u003eAI has acquired startling new language capabilities in just the past few years. Driven by the rapid advances in deep learning, language AI systems are able to write and understand text better than ever before. This trend enables the rise of new features, products, and entire industries. Through the visually educational nature of this book, Python developers will learn the practical tools and concepts they need to use these capabilities today. \u003c\/p\u003e\u003cp\u003e You'll learn how to use the power of pre-trained large language models for use cases like copywriting and summarization; create semantic search systems that go beyond keyword matching; build systems that classify and cluster text to enable scalable understanding of large numbers of text documents; and use existing libraries and pre-trained models for text classification, search, and clusterings. \u003c\/p\u003e\u003cp\u003e This book also shows you how to: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eBuild advanced LLM pipelines to cluster text documents and explore the topics they belong to \u003c\/li\u003e\n\u003cli\u003eBuild semantic search engines that go beyond keyword search with methods like dense retrieval and rerankers \u003c\/li\u003e\n\u003cli\u003eLearn various use cases where these models can provide value \u003c\/li\u003e\n\u003cli\u003eUnderstand the architecture of underlying Transformer models like BERT and GPT \u003c\/li\u003e\n\u003cli\u003eGet a deeper understanding of how LLMs are trained \u003c\/li\u003e\n\u003cli\u003eOptimize LLMs for specific applications with methods such as generative model fine-tuning, contrastive fine-tuning, and in-context learning \u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003eJay Alammar is Director and Engineering Fellow at Cohere (pioneering provider of large language models as an API). \u003c\/p\u003e\u003cp\u003eMaarten Grootendorst is a Senior Clinical Data Scientist at Netherlands Comprehensive Cancer Organization (IKNL).\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/08\/2024\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781098150969\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 400\u003c\/p\u003e","brand":"Jay Alammar, Maarten Grootendorst","offers":[{"title":"Default Title","offer_id":44561508106421,"sku":"9781098150969","price":67.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/files\/img_da1dcfe2-c579-4d69-88c2-8da10bcd1722.jpg?v=1723525842","url":"https:\/\/pastforward.org\/products\/hands-on-large-language-models-language-understanding-and-generation-9781098150969","provider":"Past Forward","version":"1.0","type":"link"}