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<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with [reinforcement knowing](http://43.136.17.1423000) (RL) to improve reasoning capability. DeepSeek-R1 attains outcomes on par with OpenAI's o1 design on a number of benchmarks, consisting of MATH-500 and SWE-bench.<br> |
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<br>DeepSeek-R1 is based on DeepSeek-V3, a mixture of professionals (MoE) design just recently open-sourced by [DeepSeek](https://eduberkah.disdikkalteng.id). This base model is fine-tuned utilizing Group Relative Policy [Optimization](https://1millionjobsmw.com) (GRPO), a [reasoning-oriented variant](http://121.36.62.315000) of RL. The research team likewise performed knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama designs and released a number of variations of each |
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