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+<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement learning (RL) to enhance thinking capability. DeepSeek-R1 attains results on par with [OpenAI's](http://8.141.155.1833000) o1 model on several criteria, consisting of MATH-500 and SWE-bench.<br>
+<br>DeepSeek-R1 is based upon DeepSeek-V3, a mixture of experts (MoE) model recently open-sourced by DeepSeek. This base model is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a reasoning-oriented variant of RL. The research group also carried out [knowledge distillation](https://dinle.online) from DeepSeek-R1 to open-source Qwen and Llama models and launched several versions of each
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