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DeepSeek open-sourced DeepSeek-R1, an LLM [fine-tuned](http://git.medtap.cn) with reinforcement knowing (RL) to enhance reasoning capability. DeepSeek-R1 attains results on par with OpenAI's o1 design on a number of standards, including MATH-500 and SWE-bench.
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DeepSeek-R1 is based upon DeepSeek-V3, a mix of professionals (MoE) design recently [open-sourced](http://demo.qkseo.in) by [DeepSeek](http://47.244.181.255). This base model is [fine-tuned utilizing](https://tangguifang.dreamhosters.com) Group Relative Policy Optimization (GRPO), [trademarketclassifieds.com](https://trademarketclassifieds.com/user/profile/2672496) a reasoning-oriented version of RL. The research group also performed understanding distillation from DeepSeek-R1 to open-source Qwen and [Llama designs](https://kol-jobs.com) and [systemcheck-wiki.de](https://systemcheck-wiki.de/index.php?title=Benutzer:JosetteFredricks) launched numerous versions of each
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