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<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with support [knowing](http://secretour.xyz) (RL) to enhance reasoning ability. DeepSeek-R1 attains outcomes on par with OpenAI's o1 model on several benchmarks, consisting of MATH-500 and [SWE-bench](https://git.fpghoti.com).<br> |
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<br>DeepSeek-R1 is based on DeepSeek-V3, a mix of specialists (MoE) design recently [open-sourced](https://intunz.com) by DeepSeek. This base model is fine-tuned using Group Relative Policy [Optimization](http://140.143.226.1) (GRPO), a [reasoning-oriented variant](http://www.book-os.com3000) of RL. The research study group also carried out knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama models and released numerous variations of each |
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