Skip to Content
DeepSeek in Practice
book

DeepSeek in Practice

by Andy Peng, Alex Strick van Linschoten, Duarte O.Carmo
November 2025
Intermediate to advanced
478 pages
11h 23m
English
Packt Publishing
Content preview from DeepSeek in Practice

2

Deep Dive into DeepSeek

In this chapter, we will take a comprehensive look under the hood of DeepSeek. This chapter will equip you with a practical understanding of what makes DeepSeek unique and how it fits into the evolving landscape of AI models. We will begin with DeepSeek’s technical architecture, components, and training datasets. Then, we will walk you through how these components come together to form DeepSeek’s reasoning mechanisms. You will also learn about DeepSeek’s emerging multimodal features and where DeepSeek stands in the multimodal landscape.

In this chapter, we’re going to cover the following topics:

  • Key architectural components of DeepSeek
  • Understanding the reasoning mechanics of DeepSeek
  • Advanced capabilities of DeepSeek ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.

Read now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.
Julian F.
Head of Cybersecurity
QuotationMarkI wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.
Addison B.
Field Engineer
QuotationMarkI’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.
Amir M.
Data Platform Tech Lead
QuotationMarkI'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Mark W.
Embedded Software Engineer

You might also like

The Three Traps That Stymie Reinvention

The Three Traps That Stymie Reinvention

Ryan Raffaelli
What Successful Project Managers Do

What Successful Project Managers Do

W. Scott Cameron, Jeffrey S. Russell, Edward J. Hoffman, Alexander Laufer

Publisher Resources

ISBN: 9781806020850