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<br>[DeepSeek open-sourced](https://nusalancer.netnation.my.id) DeepSeek-R1, an LLM fine-tuned with reinforcement learning (RL) to improve [thinking capability](https://vagyonor.hu). DeepSeek-R1 attains results on par with OpenAI's o1 design on several standards, consisting of MATH-500 and SWE-bench.<br> |
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<br>DeepSeek-R1 is based upon DeepSeek-V3, a mixture of professionals (MoE) design recently open-sourced by DeepSeek. This base design is fine-tuned utilizing Group Relative [Policy Optimization](https://git.jiewen.run) (GRPO), a [reasoning-oriented variant](http://165.22.249.528888) of RL. The research study group also carried out knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama designs and released numerous versions of each |
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