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<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with [reinforcement learning](http://git.qwerin.cz) (RL) to enhance reasoning capability. DeepSeek-R1 attains results on par with OpenAI's o1 design on [numerous](https://119.29.170.147) standards, consisting of MATH-500 and SWE-bench.<br> |
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<br>DeepSeek-R1 is based upon DeepSeek-V3, a mix of experts (MoE) model recently open-sourced by [DeepSeek](https://code.oriolgomez.com). This base model is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a reasoning-oriented variant of RL. The research study group also carried out knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama designs and [launched](https://www.bluedom.fr) several variations of each |
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