<br>[DeepSeek open-sourced](http://121.36.27.63000) DeepSeek-R1, an LLM fine-tuned with support learning (RL) to enhance thinking capability. DeepSeek-R1 attains results on par with OpenAI's o1 model on several standards, consisting of MATH-500 and SWE-bench.<br>
<br>DeepSeek-R1 is based upon DeepSeek-V3, a mixture of specialists (MoE) model just recently open-sourced by DeepSeek. This base design is fine-tuned using Group Relative Policy Optimization (GRPO), a reasoning-oriented version of RL. The research group also [performed knowledge](https://jobs.ofblackpool.com) distillation from DeepSeek-R1 to open-source Qwen and Llama models and [released](https://foke.chat) a number of versions of each