DeepSeek-R1

By deepseek-ai

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better DeepSeek-R1 alternative or higher similarity.

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DeepSeek-R1 reviews and mentions

Posts with mentions or reviews of DeepSeek-R1. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2025-02-10.
  • DeepSeek drops recommended R1 deployment settings
    1 project | news.ycombinator.com | 14 Feb 2025
  • Analyzing DeepSeek API Instability: What API Gateways Can and Can't Do
    2 projects | dev.to | 10 Feb 2025
    DeepSeek, known for its high-performance AI models like R1 and V3, has been a game-changer in the AI landscape. However, recent reports have highlighted issues with API instability, affecting developers and users who rely on these services. Understanding the root causes of this instability is essential for addressing and mitigating these issues.
  • LIMO: Less Is More for Reasoning
    5 projects | news.ycombinator.com | 9 Feb 2025
    We kind-of have that in DeepSeek-R1-zero [1], but it has problem. From the original authors:

    > With RL, DeepSeek-R1-Zero naturally emerged with numerous powerful and interesting reasoning behaviors. However, DeepSeek-R1-Zero encounters challenges such as endless repetition, poor readability, and language mixing.

    A lot of these we can probably solve, but as other have pointed out we want a model that humans can converse with, not an AI for the purpose of other AI.

    That said, it seems like a promising area of research:

    > DeepSeek-R1-Zero demonstrates capabilities such as self-verification, reflection, and generating long CoTs, marking a significant milestone for the research community.

    [1] https://github.com/deepseek-ai/DeepSeek-R1

  • Decoding DeepSeek R1's Research Abstract
    1 project | dev.to | 5 Feb 2025
    Thank you for reading the blog. Here is the DeepSeek R1's Research Paper in case you want to check it out.
  • DeepSeek, Efficiency, and Big Tech’s Response
    1 project | dev.to | 3 Feb 2025
    deepseek-ai/DeepSeek-R1
  • Build your next AI Tech Startup with DeepSeek
    6 projects | dev.to | 3 Feb 2025
    Benchmarks of reasoning models. Source
  • Efficient Reasoning with Hidden Thinking
    1 project | news.ycombinator.com | 3 Feb 2025
    For R1-Zero, the RL process focused on accuracy and making sure that thinking was inside the correct tags, but it did not enforce any particular structure on the thinking itself. [1]

    The pure RL approach improved reasoning, but had readability issues that led to using SFT thinking data in the final version of R1:

    > DeepSeek-R1-Zero struggles with challenges like poor readability, and language mixing. To make reasoning processes more readable and share them with the open community, we explore DeepSeek-R1, a method that utilizes RL with human-friendly cold-start data.

    [1] https://github.com/deepseek-ai/DeepSeek-R1/blob/main/DeepSee...

  • DeepSeek R1 Will Change the World: Advanced AI Accessible to Everyone
    3 projects | dev.to | 31 Jan 2025
    If that weren't enough, they've published the code as Open Source. Transparent. Ready to be studied, modified, and improved by anyone (Including competitors).
  • DeepSeek is now available on Microsoft Azure 🌚
    1 project | dev.to | 30 Jan 2025
    Access the Repository: Visit the DeepSeek R1 GitHub repository to explore the model's codebase.
  • Run DeepSeek R1 Locally with Ollama and Python
    1 project | dev.to | 29 Jan 2025
    In recent years, artificial intelligence and machine learning have revolutionized how we approach complex problems across various domains, from natural language processing to computer vision. In this context, tools like DeepSeek R1 have stood out for their ability to deliver efficient and high-performance solutions to challenging tasks that other models struggle with.
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