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<br>DeepSeek open-sourced DeepSeek-R1, an [LLM fine-tuned](http://charmjoeun.com) with support [knowing](http://xintechs.com3000) (RL) to enhance thinking capability. DeepSeek-R1 [attains outcomes](https://scienetic.de) on par with OpenAI's o1 design on [numerous](https://findgovtsjob.com) benchmarks, consisting of MATH-500 and [SWE-bench](http://www.shopmento.net).<br> |
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<br>DeepSeek-R1 is based upon DeepSeek-V3, [wiki.myamens.com](http://wiki.myamens.com/index.php/User:AbeWallin65) a mix of experts (MoE) design just recently open-sourced by DeepSeek. This base design is fine-tuned using Group [Relative Policy](http://ptxperts.com) [Optimization](https://git.lazyka.ru) (GRPO), a [reasoning-oriented variant](https://quikconnect.us) of RL. The research group also carried out knowledge distillation from DeepSeek-R1 to open-source Qwen and [Llama models](https://gitlab.digineers.nl) and [released](http://47.120.16.1378889) a number of variations of each |
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