<br>DeepSeek open-sourced DeepSeek-R1, an LLM [fine-tuned](https://172.105.135.218) with support learning (RL) to enhance thinking ability. DeepSeek-R1 attains results on par with OpenAI's o1 model on numerous criteria, including MATH-500 and [SWE-bench](https://git.logicloop.io).<br>
<br>DeepSeek-R1 is based upon DeepSeek-V3, a mixture of professionals (MoE) model recently open-sourced by DeepSeek. This base model is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a reasoning-oriented version of RL. The research group likewise carried out [knowledge distillation](http://git.hnits360.com) from DeepSeek-R1 to open-source Qwen and Llama designs and launched a number of variations of each