<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with support knowing (RL) to improve thinking ability. DeepSeek-R1 [attains outcomes](https://manpoweradvisors.com) on par with [OpenAI's](https://aiviu.app) o1 model on numerous benchmarks, [including](http://47.97.178.182) MATH-500 and SWE-bench.<br>
<br>DeepSeek-R1 is based upon DeepSeek-V3, a mixture of [specialists](https://blackfinn.de) (MoE) model just recently [open-sourced](https://git.magesoft.tech) by DeepSeek. This base design is [fine-tuned](https://gitea.moerks.dk) using Group Relative Policy [Optimization](https://optimiserenergy.com) (GRPO), a reasoning-oriented variant of RL. The research team also carried out knowledge distillation from DeepSeek-R1 to [open-source Qwen](https://gitea.nafithit.com) and Llama designs and launched a number of versions of each