DeepSeek R1

    A breakthrough open-source language model that masters complex reasoning through reinforcement learning. Powerful capabilities for coding, mathematics, and scientific analysis.

    Key Features

    Open Source

    MIT-licensed, enabling researchers and developers to build freely

    Advanced Reasoning

    Excels in various reasoning tasks with performance comparable to proprietary models

    Coding Proficiency

    Strong performance in code generation and understanding

    Training Methodology

    Our innovative four-stage training process ensures superior reasoning capabilities

    1

    Cold-start with Supervised Fine-tuning

    Initial training on synthetic reasoning data to improve performance

    2

    Large-scale Reinforcement Learning

    Focused on solving reasoning problems until model convergence

    3

    Rejection Sampling

    Transitioning towards a general-purpose model by mixing reasoning problems

    4

    Final RL Training

    Refining helpfulness and reasoning capabilities through mixed prompts

    What People Are Saying

    Join the conversation about DeepSeek R1

    We are living in a timeline where a non-US company is keeping the original mission of OpenAI alive - truly open, frontier research that empowers all. It makes no sense. The most entertaining outcome is the most likely. DeepSeek-R1 not only open-sources a barrage of models but

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    Frequently Asked Questions

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