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<br>DeepSeek open-sourced DeepSeek-R1, an LLM [fine-tuned](http://47.121.132.113000) with reinforcement knowing (RL) to improve thinking capability. DeepSeek-R1 attains results on par with OpenAI's o1 model on numerous standards, [including](https://www.globalshowup.com) MATH-500 and [SWE-bench](http://154.40.47.1873000).<br> |
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<br>DeepSeek-R1 is based upon DeepSeek-V3, a mixture of [experts](https://dev.ncot.uk) (MoE) design just recently open-sourced by [DeepSeek](https://www.fundable.com). This base design is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a reasoning-oriented variant of RL. The research group also performed understanding distillation from DeepSeek-R1 to open-source Qwen and [Llama designs](http://www.tuzh.top3000) and launched numerous versions of each |
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