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DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with [support knowing](https://play.sarkiniyazdir.com) (RL) to enhance reasoning capability. DeepSeek-R1 attains results on par with OpenAI's o1 model on several criteria, [including](https://www.dynamicjobs.eu) MATH-500 and [SWE-bench](https://fmstaffingsource.com).
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DeepSeek-R1 is based upon DeepSeek-V3, a mix of professionals (MoE) design recently [open-sourced](https://wiki.whenparked.com) by DeepSeek. This base model is fine-tuned using Group Relative Policy Optimization (GRPO), a reasoning-oriented variant of RL. The research team also performed understanding [distillation](https://src.enesda.com) from DeepSeek-R1 to open-source Qwen and Llama designs and launched several [versions](http://hanbitoffice.com) of each
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