Andy Peng, Alex Strick van Linschoten, Duarte O. Carmo

DeepSeek in Practice (eBook, ePUB)

From basics to fine-tuning, distillation, agent design, and prompt engineering of open source LLM

• Format: ePub

Produktbeschreibung

Learn how to build, fine-tune, and deploy AI systems using DeepSeek, one of the most influential open-source large language models available today. This book guides you through real-world DeepSeek applications-from understanding its core architecture and training foundations to developing reasoning agents and deploying production-ready systems.
Starting with a concise synthesis of DeepSeek's research, breakthroughs, and open-source philosophy, you'll progress to hands-on projects including prompt engineering, workflow design, and rationale distillation. Through detailed case studies-ranging from document understanding to legal clause analysis-you'll see how to use DeepSeek in high-value GenAI scenarios.
You'll also learn to build sophisticated agent workflows and prepare data for fine-tuning. By the end of the book, you'll have the skills to integrate DeepSeek into local deployments, cloud CI/CD pipelines, and custom LLMOps environments.
Written by experts with deep knowledge of open-source LLMs and deployment ecosystems, this book is your comprehensive guide to DeepSeek's capabilities and implementation.

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Produktdetails

• Verlag: Packt Publishing
• Seitenzahl: 478
• Erscheinungstermin: 21. November 2025
• Englisch
• ISBN-13: 9781806020843
• Artikelnr.: 75961174

Autorenporträt

Andy Peng is a Senior Engineer at Amazon. He specializes in large language model inference optimization and evaluation for models like DeepSeek, Qwen, and Claude. His work spans AWS Bedrock, SageMaker, Amazon S3, AWS Fargate, AWS App Runner, Alexa Health & Wellness, and fintech. A NeurIPS 2025 Chair and program committee member for ICML, ICLR, KDD, and NeurIPS, he contributes to CNCF and the Linux Foundation, mentors at the University of Washington, and serves as a Resident Expert at the AI2 Incubator.