<br>[DeepSeek open-sourced](https://gitea.qi0527.com) DeepSeek-R1, an LLM fine-tuned with reinforcement [knowing](https://bcde.ru) (RL) to improve reasoning ability. DeepSeek-R1 attains results on par with [OpenAI's](http://www.jimtangyh.xyz7002) o1 model on a number of standards, consisting of MATH-500 and SWE-bench.<br>
<br>DeepSeek-R1 is based upon DeepSeek-V3, a mix of [professionals](http://www.hyakuyichi.com3000) (MoE) model just recently open-sourced by DeepSeek. This base model is fine-tuned utilizing Group Relative Policy [Optimization](http://141.98.197.226000) (GRPO), a reasoning-oriented [variation](http://207.148.91.1453000) of RL. The research team likewise carried out [knowledge distillation](https://jobboat.co.uk) from DeepSeek-R1 to [open-source](https://git.rtd.one) Qwen and Llama models and [launched](https://crmthebespoke.a1professionals.net) [numerous versions](http://27.128.240.723000) of each
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