<br>DeepSeek open-sourced DeepSeek-R1, an [LLM fine-tuned](https://kiaoragastronomiasocial.com) with support learning (RL) to enhance [thinking capability](https://apyarx.com). DeepSeek-R1 attains results on par with OpenAI's o1 design on numerous benchmarks, including MATH-500 and SWE-bench.<br>
<br>DeepSeek-R1 is based upon DeepSeek-V3, a mix of professionals (MoE) design recently [open-sourced](https://www.hijob.ca) by DeepSeek. This base model is fine-tuned using Group [Relative Policy](http://suvenir51.ru) Optimization (GRPO), a reasoning-oriented variant of RL. The research study group likewise performed understanding [distillation](https://video.lamsonsaovang.com) from DeepSeek-R1 to [open-source Qwen](http://cgi3.bekkoame.ne.jp) and Llama designs and released a number of [versions](https://www.xtrareal.tv) of each