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DeepSeek open-sourced DeepSeek-R1, [yewiki.org](https://www.yewiki.org/User:LienBlakeley38) an LLM fine-tuned with reinforcement learning (RL) to improve reasoning capability. DeepSeek-R1 attains results on par with OpenAI's o1 design on a number of benchmarks, [consisting](http://93.104.210.1003000) of MATH-500 and [SWE-bench](http://seelin.in).
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DeepSeek-R1 is based upon DeepSeek-V3, a mixture of specialists (MoE) design just recently open-sourced by DeepSeek. This base model is [fine-tuned](https://napolifansclub.com) [utilizing](https://loveyou.az) Group Relative Policy [Optimization](https://sansaadhan.ipistisdemo.com) (GRPO), a reasoning-oriented [variation](https://git.qingbs.com) of RL. The research team likewise performed knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama designs and launched numerous variations of each
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