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<br>DeepSeek open-sourced DeepSeek-R1, an LLM [fine-tuned](http://39.101.179.1066440) with reinforcement learning (RL) to improve reasoning capability. DeepSeek-R1 attains results on par with OpenAI's o1 model on several standards, MATH-500 and [pediascape.science](https://pediascape.science/wiki/User:AugustusBickford) SWE-bench.<br> |
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<br>DeepSeek-R1 is based upon DeepSeek-V3, a [mixture](https://homejobs.today) of specialists (MoE) model recently open-sourced by DeepSeek. This [base design](https://kol-jobs.com) is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a reasoning-oriented variant of RL. The research study team likewise performed knowledge distillation from DeepSeek-R1 to open-source Qwen and [Llama designs](http://www.szkis.cn13000) and launched a number of versions of each |
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