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<br>DeepSeek open-sourced DeepSeek-R1, an LLM [fine-tuned](https://www.wow-z.com) with support learning (RL) to [enhance](https://csmsound.exagopartners.com) [thinking capability](https://music.worldcubers.com). DeepSeek-R1 attains outcomes on par with OpenAI's o1 model on numerous standards, [including](http://git.baige.me) MATH-500 and SWE-bench.<br> |
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<br>DeepSeek-R1 is based upon DeepSeek-V3, a [mixture](http://jialcheerful.club3000) of [specialists](https://www.fightdynasty.com) (MoE) model just recently open-sourced by DeepSeek. This base design is fine-tuned utilizing Group Relative Policy Optimization (GRPO), [gratisafhalen.be](https://gratisafhalen.be/author/emiliabarha/) a reasoning-oriented variant of RL. The research study group also performed understanding distillation from DeepSeek-R1 to open-source Qwen and Llama designs and launched several variations of each |
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