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DeepSeek open-sourced DeepSeek-R1, an LLM [fine-tuned](http://ncdsource.kanghehealth.com) with support learning (RL) to improve thinking ability. DeepSeek-R1 attains results on par with OpenAI's o1 design on several criteria, including MATH-500 and SWE-bench.
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DeepSeek-R1 is based on DeepSeek-V3, a mixture of experts (MoE) model recently open-sourced by DeepSeek. This base model is fine-tuned using Group Relative Policy [Optimization](http://59.110.162.918081) (GRPO), [gratisafhalen.be](https://gratisafhalen.be/author/rebbeca9609/) a of RL. The research group also carried out knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama models and released a number of versions of each
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