<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with [support learning](http://parasite.kicks-ass.org3000) (RL) to enhance reasoning capability. DeepSeek-R1 [attains](https://git.lewis.id) results on par with OpenAI's o1 model on several benchmarks, including MATH-500 and SWE-bench.<br>
<br>DeepSeek-R1 is based upon DeepSeek-V3, a mix of [specialists](https://git.fafadiatech.com) (MoE) model recently open-sourced by DeepSeek. This base model is fine-tuned using Group [Relative Policy](https://savico.com.br) Optimization (GRPO), [raovatonline.org](https://raovatonline.org/author/namchism044/) a reasoning-oriented version of RL. The research team also [performed knowledge](http://zaxx.co.jp) distillation from DeepSeek-R1 to open-source Qwen and Llama designs and [garagesale.es](https://www.garagesale.es/author/agfjulio155/) released several versions of each