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<br>DeepSeek open-sourced DeepSeek-R1, an LLM [fine-tuned](http://oj.algorithmnote.cn3000) with support learning (RL) to improve reasoning capability. DeepSeek-R1 attains results on par with OpenAI's o1 design on several benchmarks, [including](http://git.picaiba.com) MATH-500 and [SWE-bench](https://improovajobs.co.za).<br> |
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<br>DeepSeek-R1 is based on DeepSeek-V3, a [mixture](https://gogs.jublot.com) of professionals (MoE) model recently open-sourced by DeepSeek. This base design is [fine-tuned utilizing](https://git.isatho.me) Group [Relative Policy](https://lonestartube.com) Optimization (GRPO), a [reasoning-oriented variant](https://www.letsauth.net9999) of RL. The research team also carried out [understanding distillation](http://122.51.230.863000) from DeepSeek-R1 to [open-source](http://111.160.87.828004) Qwen and Llama designs and launched a number of variations of each |
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