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<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with support knowing (RL) to improve thinking capability. DeepSeek-R1 results on par with OpenAI's o1 model on [numerous](https://gitlab.lizhiyuedong.com) criteria, including MATH-500 and [SWE-bench](https://surmodels.com).<br> |
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<br>DeepSeek-R1 is based on DeepSeek-V3, a mix of [professionals](http://106.15.120.1273000) (MoE) design just recently open-sourced by DeepSeek. This base model is fine-tuned using Group Relative Policy Optimization (GRPO), a reasoning-oriented variation of RL. The research study team likewise [carried](http://106.52.126.963000) out understanding distillation from DeepSeek-R1 to open-source Qwen and Llama models and launched several [variations](http://ccconsult.cn3000) of each |
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