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DeepSeek open-sourced DeepSeek-R1, an [LLM fine-tuned](https://sebeke.website) with reinforcement learning (RL) to enhance thinking ability. DeepSeek-R1 attains results on par with [OpenAI's](http://logzhan.ticp.io30000) o1 design on a number of standards, consisting of MATH-500 and SWE-bench.
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DeepSeek-R1 is based on DeepSeek-V3, a mix of specialists (MoE) model just recently open-sourced by DeepSeek. This base model is fine-tuned using Group Relative Policy Optimization (GRPO), a [reasoning-oriented variation](https://gitlab.ccc.org.co) of RL. The research group also carried out knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama models and launched several variations of each
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