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<br>[DeepSeek open-sourced](https://music.lcn.asia) DeepSeek-R1, an [LLM fine-tuned](http://43.138.57.2023000) with reinforcement knowing (RL) to enhance [reasoning ability](https://social.mirrororg.com). DeepSeek-R1 [attains](https://git.jzmoon.com) results on par with OpenAI's o1 design on a number of criteria, [including](https://git.cooqie.ch) MATH-500 and [SWE-bench](http://gnu5.hisystem.com.ar).<br> |
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<br>DeepSeek-R1 is based upon DeepSeek-V3, a mixture of professionals (MoE) model just recently [open-sourced](http://gnu5.hisystem.com.ar) by DeepSeek. This base design is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a [reasoning-oriented variant](https://www.hyxjzh.cn13000) of RL. The research study team also [performed understanding](https://contractoe.com) distillation from DeepSeek-R1 to [open-source Qwen](http://116.62.159.194) and Llama models and released a number of versions of each |
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