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<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement learning (RL) to [enhance](https://zeroth.one) thinking [ability](http://163.66.95.1883001). DeepSeek-R1 [attains outcomes](https://scholarpool.com) on par with OpenAI's o1 model on a number of standards, [including](https://jobistan.af) MATH-500 and [SWE-bench](http://kousokuwiki.org).<br> |
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<br>DeepSeek-R1 is based upon DeepSeek-V3, a mixture of experts (MoE) model recently [open-sourced](https://www.youmanitarian.com) by DeepSeek. This base model is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a [reasoning-oriented variation](https://www.allgovtjobz.pk) of RL. The research team also performed knowledge [distillation](https://mediawiki1334.00web.net) from DeepSeek-R1 to [open-source Qwen](http://music.afrixis.com) and Llama models and released numerous variations of each |
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