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[DeepSeek open-sourced](http://mooel.co.kr) DeepSeek-R1, an LLM fine-tuned with [support learning](http://dev.nextreal.cn) (RL) to enhance reasoning ability. DeepSeek-R1 attains outcomes on par with [OpenAI's](http://photorum.eclat-mauve.fr) o1 model on several standards, consisting of MATH-500 and [SWE-bench](http://47.92.159.28).
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DeepSeek-R1 is based on DeepSeek-V3, a mixture of [specialists](https://www.globalshowup.com) (MoE) design just recently open-sourced by DeepSeek. This base model is fine-tuned using Group [Relative Policy](https://git.vincents.cn) [Optimization](https://git.limework.net) (GRPO), a [reasoning-oriented](https://tyciis.com) version of RL. The research study group likewise carried out knowledge distillation from DeepSeek-R1 to open-source Qwen and [Llama models](http://207.180.250.1143000) and released a number of versions of each
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