DeepSeek in Practice by Andy Peng (.ePUB)+
File Size: 15.7 MB
DeepSeek in Practice: From basics to fine-tuning, distillation, agent design, and prompt engineering of open source LLM by Andy Peng, Alex Strick van Linschoten, Duarte O.Carmo
Requirements: .ePUB, .PDF reader, 15.7 MB | True PDF, True EPUB
Overview: Gain hands-on experience building, fine-tuning, and deploying GenAI applications using DeepSeek. 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. AI engineers, developers, and builders working with open-source LLMs who want to integrate DeepSeek into GenAI applications, agent workflows, or deployment pipelines. Readers should have hands-on experience with Python, APIs, and tools like Ollama or llama.cpp, and a solid understanding of Machine Learning concepts.
Genre: Non-Fiction > Tech & Devices
Free Download links: