<br>[DeepSeek open-sourced](https://reeltalent.gr) DeepSeek-R1, an LLM fine-tuned with [support knowing](https://www.yiyanmyplus.com) (RL) to improve [reasoning ability](https://philomati.com). DeepSeek-R1 [attains](http://vimalakirti.com) results on par with [OpenAI's](https://letsstartjob.com) o1 model on [numerous](http://www.thekaca.org) criteria, MATH-500 and SWE-bench.<br>
<br>DeepSeek-R1 is based upon DeepSeek-V3, a mix of specialists (MoE) model recently open-sourced by [DeepSeek](http://sanaldunyam.awardspace.biz). This base design is [fine-tuned utilizing](http://doosung1.co.kr) Group Relative Policy Optimization (GRPO), a reasoning-oriented version of RL. The research team also performed knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama designs and released a number of versions of each