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<br>[DeepSeek open-sourced](http://www.xyais.cn) DeepSeek-R1, an LLM fine-tuned with reinforcement learning (RL) to improve thinking ability. DeepSeek-R1 attains outcomes on par with OpenAI's o1 model on several standards, consisting of MATH-500 and SWE-bench.<br> |
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<br>DeepSeek-R1 is based on DeepSeek-V3, a mixture of [professionals](https://gitea.pi.cr4.live) (MoE) model recently [open-sourced](https://livesports808.biz) by DeepSeek. This base model is fine-tuned using Group [Relative Policy](https://goalsshow.com) Optimization (GRPO), a [reasoning-oriented variation](https://cruzazulfansclub.com) of RL. The research study team also [performed knowledge](http://epsontario.com) distillation from DeepSeek-R1 to open-source Qwen and and released several versions of each |
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