DeepSeek In Practice From Basics To Fine Tuning Open Source LLM (2025) (Andy Peng, Alex Strick van Linschoten, Duarte O.

[Farid-Khan]

9781806020843 Andy Peng, Alex Strick van Linschoten, Duarte O.Carmo Packt Publishing 2025

Catergory: Nonfiction, Computers, Advanced Computing, Engineering, Neural Networks, Programming, Expert Systems, Computer Vision

Gain hands-on experience building, fine-tuning, and deploying GenAI applications using DeepSeek

Key Features

✔Explore DeepSeek's architecture, training data, and reasoning capabilities
✔Build agents, fine-tune with distillation, and deploy with CI/CD pipelines
✔Apply DeepSeek to real-world use cases like coding, ideation, and legal analysis
✔Purchase of the print or Kindle book includes a free PDF eBook

Book Description
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.
What you will learn

✔Discover DeepSeek's unique traits in the LLM landscape
✔Compare DeepSeek's multimodal features with leading models
✔Consume DeepSeek via the official API, Ollama, and llama.cpp
✔Use DeepSeek for coding, document understanding, and creative ideation
✔Integrate DeepSeek with third-party platforms like OpenRouter and Cloudflare
✔Distill and deploy DeepSeek models into production environments
✔Identify when and where to use DeepSeek
✔Understand DeepSeek's open philosophy

Who this book is for
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.

Contents of Download:

? Peng A. DeepSeek In Practice. From Basics To Fine Tuning .Open Source LLM 2025.pdf (Andy Peng, Alex Strick van Linschoten, Duarte O.Carmo) (2025) (11.14 MB)

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⭐️ DeepSeek In Practice From Basics To Fine Tuning Open Source LLM (2025) ✅ (15.54 MB)
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