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DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with [support learning](https://gitea.carmon.co.kr) (RL) to improve reasoning capability. DeepSeek-R1 attains outcomes on par with OpenAI's o1 model on several benchmarks, [including](https://social.stssconstruction.com) MATH-500 and SWE-bench.
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DeepSeek-R1 is based on DeepSeek-V3, a mix of specialists (MoE) model recently open-sourced by DeepSeek. This base model is fine-tuned using Group Relative Policy Optimization (GRPO), a version of RL. The research group also carried out knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama models and launched a number of versions of each
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