{"product_id":"hands-on-llm-serving-and-optimization","title":"Hands-On LLM Serving and Optimization","description":"\u003cp\u003eLarge language models (LLMs) are rapidly becoming the backbone of AI-driven applications. Without proper optimization, however, LLMs can be expensive to run, slow to serve, and prone to performance bottlenecks. As the demand for real-time AI applications grows, along comes Hands-On Serving and Optimizing LLM Models, a comprehensive guide to the complexities of deploying and optimizing LLMs at scale.\u003c\/p\u003e\u003cp\u003eIn this hands-on book, authors Chi Wang and Peiheng Hu take a real-world approach backed by practical examples and code, and assemble essential strategies for designing robust infrastructures that are equal to the demands of modern AI applications. Whether you're building high-performance AI systems or looking to enhance your knowledge of LLM optimization, this indispensable book will serve as a pillar of your success.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eLearn the key principles for designing a model-serving system tailored to popular business scenarios\u003c\/li\u003e\n\u003cli\u003eUnderstand the common challenges of hosting LLMs at scale while minimizing costs\u003c\/li\u003e\n\u003cli\u003ePick up practical techniques for optimizing LLM serving performance\u003c\/li\u003e\n\u003cli\u003eBuild a model-serving system that meets specific business requirements\u003c\/li\u003e\n\u003cli\u003eImprove LLM serving throughput and reduce latency\u003c\/li\u003e\n\u003cli\u003eHost LLMs in a cost-effective manner, balancing performance and resource efficiency\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"O'Reilly Media","offers":[{"title":"Default Title","offer_id":56409050153304,"sku":"9798341621497","price":76.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9798341621497_58e19511-dbb8-4632-bff4-2d7389a01533.jpg?v=1780431324","url":"https:\/\/agendabookshop.com\/products\/hands-on-llm-serving-and-optimization","provider":"Agenda Bookshop","version":"1.0","type":"link"}