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<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement learning (RL) to improve reasoning capability. DeepSeek-R1 attains results on par with  o1 design on several criteria, including MATH-500 and SWE-bench.<br> | 
				
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<br>DeepSeek-R1 is based upon DeepSeek-V3, a mixture of specialists (MoE) design recently open-sourced by DeepSeek. This base model is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a [reasoning-oriented](https://www.wakewiki.de) version of RL. The research team likewise carried out knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama models and released numerous versions of each | 
				
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