{"product_id":"deepseek-in-action-jing-dai-9781041090007","title":"DeepSeek in Action: LLM Deployment, Fine-Tuning, and Application","description":"\u003cp\u003eFrom fundamental concepts to advanced implementations, this book thoroughly explores the DeepSeek-V3 model, focusing on its Transformer-based architecture, technological innovations, and applications.\u003c\/p\u003e\u003cp\u003eThe book begins with a thorough examination of theoretical foundations, including self-attention, positional encoding, the Mixture of Experts mechanism, and distributed training strategies. It then explores DeepSeek-V3's technical advancements, including sparse attention mechanisms, FP8 mixed-precision training, and hierarchical load balancing, which optimize memory and energy efficiency. Through case studies and API integration techniques, the model's high-performance capabilities in text generation, mathematical reasoning, and code completion are examined. The book highlights DeepSeek's open platform and covers secure API authentication, concurrency strategies, and real-time data processing for scalable AI applications. Additionally, the book addresses industry applications, such as chat client development, utilizing DeepSeek's context caching and callback functions for automation and predictive maintenance.\u003c\/p\u003e\u003cp\u003eThis book is aimed primarily at AI researchers and developers working on large-scale AI models. It is an invaluable resource for professionals seeking to understand the theoretical underpinnings and practical implementation of advanced AI systems, particularly those interested in efficient, scalable applications.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Jing Dai\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1041090005\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781041090007\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/18\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 14\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.98lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.88d","brand":"Jing Dai","offers":[{"title":"Hardcover","offer_id":47452466643199,"sku":"9781041090007","price":180.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_ae8d10ca-8863-45e2-b1fe-14206941979f.jpg?v=1761928609","url":"https:\/\/www.whiterainbookhouse.com\/products\/deepseek-in-action-jing-dai-9781041090007","provider":"WR Book House","version":"1.0","type":"link"}