{"product_id":"large-language-model-based-solutions-how-to-deliver-value-with-cost-effective-generative-ai-applications-9781394240722","title":"Large Language Model-Based Solutions: How to Deliver Value with Cost-Effective Generative AI Applications","description":"\u003cp\u003e • Author(s): Shreyas Subramanian\u003cbr\u003e • Publisher: Wiley\u003cbr\u003e • Publisher Imprint: Wiley\u003cbr\u003e • Subject: Computer Science and Information Technology\u003cbr\u003e • BISAC: Machine Theory\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eLearn to build cost-effective apps using Large Language Models\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003eIn \u003ci\u003eLarge Language Model-Based Solutions: How to Deliver Value with Cost-Effective Generative AI Applications\u003c\/i\u003e, 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. \u003c\/p\u003e\u003cp\u003eThe 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: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eEffective strategies to address the challenge of the high computational cost associated with LLMs\u003c\/li\u003e \u003cli\u003eAssistance with the complexities of building and deploying affordable generative AI apps, including tuning and inference techniques\u003c\/li\u003e \u003cli\u003eSelection criteria for choosing a model, with particular consideration given to compact, nimble, and domain-specific models\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003ePerfect for developers and data scientists interested in deploying foundational models, or business leaders planning to scale out their use of GenAI, \u003ci\u003eLarge Language Model-Based Solutions\u003c\/i\u003e will also benefit project leaders and managers, technical support staff, and administrators with an interest or stake in the subject.\u003c\/p\u003e","brand":"Wiley","offers":[{"title":"Paperback","offer_id":45046001270935,"sku":"9781394240722","price":4764.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781394240722.webp?v=1769217586","url":"https:\/\/atlanticbooks.com\/products\/large-language-model-based-solutions-how-to-deliver-value-with-cost-effective-generative-ai-applications-9781394240722","provider":"Atlantic Books","version":"1.0","type":"link"}