DeepSeek-R1 Explained: Architecture, Algorithm, Evolution, Features, and Performance in 12 Minutes!

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  • Опубліковано 8 лют 2025
  • In this video, we break down DeepSeek-R1, the revolutionary AI model that’s setting new standards in reasoning and efficiency! Learn how it outperforms others, its game-changing reinforcement learning approach, and what makes it so powerful-all in under 12 minutes! Don’t miss this comprehensive explanation that’ll give you the full scoop on DeepSeek-R1. Subscribe for more insights into the future of AI!
    Chapters:
    00:05 Introduction to DeepSeek-R1
    00:58 What is DeepSeek-V3-Base
    02:07 Evolution of DeepSeek-R1
    02:28 DeepSeek-R1-Zero
    02:44 Why Group Relative Policy Optimization (GRPO)
    03:20 What is Group Relative Policy Optimization (GRPO)
    05:55 Deepseek-R1-Zero Training Pipeline
    06:26 DeepSeek-R1-Zero Performance
    06:46 DeepSeek-R1-Zero Self-Evolution
    07:54 DeepSeek-R1-Zero Summary
    08:21 DeepSeek-R1 Training Pipeline
    10:50 DeepSeek-R1 Evaluation
    11:05 Model Distillation
    Link to Original Research Paper of DeepkSeek-R1 : github.com/dee...
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КОМЕНТАРІ • 2

  • @jasonlim9577
    @jasonlim9577 10 днів тому

    Thanks, this explanation with illustrations is very good. There are a lot of hype and noise about DeepSeek, and I am trying to find out the real innovations.

    • @AcademyforAI
      @AcademyforAI  10 днів тому

      Thanks a lot for the feedback! We are glad you found the explanation helpful. DeepSeek-R1 stands out with its use of reinforcement learning and self-evolution techniques, which enhance its reasoning and adaptability. Exciting developments are happening in AI, and Janus is another step forward-stay tuned for our next video covering it!