<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement knowing (RL) to improve thinking ability. DeepSeek-R1 [attains outcomes](http://dkjournal.co.kr) on par with [OpenAI's](http://39.106.223.11) o1 design on a number of standards, consisting of MATH-500 and SWE-bench.<br>
<br>DeepSeek-R1 is based upon DeepSeek-V3, a mix of experts (MoE) design recently [open-sourced](https://git.iws.uni-stuttgart.de) by DeepSeek. This base design is [fine-tuned](https://wiki.airlinemogul.com) using Group Relative Policy [Optimization](http://www.vokipedia.de) (GRPO), a reasoning-oriented variation of RL. The research study group also performed understanding [distillation](https://portalwe.net) from DeepSeek-R1 to [open-source Qwen](https://www.rozgar.site) and Llama designs and launched several variations of each