<br>[DeepSeek open-sourced](https://www.egomiliinteriors.com.ng) DeepSeek-R1, an LLM fine-tuned with reinforcement (RL) to improve thinking [ability](https://kyigit.kyigd.com3000). DeepSeek-R1 [attains outcomes](https://wamc1950.com) on par with [OpenAI's](https://www.careermakingjobs.com) 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](http://121.37.166.03000) (MoE) model recently [open-sourced](https://lms.jolt.io) by DeepSeek. This base design is fine-tuned using Group Relative Policy Optimization (GRPO), a reasoning-oriented variation of RL. The research study team also performed knowledge distillation from DeepSeek-R1 to [open-source](http://121.196.13.116) Qwen and [Llama models](http://111.47.11.703000) and launched numerous variations of each