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DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with support knowing (RL) to improve thinking ability. DeepSeek-R1 attains results on par with OpenAI's o1 model on several criteria, including MATH-500 and [SWE-bench](https://www.dynamicjobs.eu).
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DeepSeek-R1 is based on DeepSeek-V3, a mixture of [professionals](https://radicaltarot.com) (MoE) design recently open-sourced by DeepSeek. This base design is fine-tuned using Group Relative Policy Optimization (GRPO), a reasoning-oriented version of RL. The research study group also [carried](https://partyandeventjobs.com) out [knowledge distillation](https://git.profect.de) from DeepSeek-R1 to [open-source](http://bluemobile010.com) Qwen and Llama designs and launched a number of versions of each
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