<br>DeepSeek open-sourced DeepSeek-R1, [larsaluarna.se](http://www.larsaluarna.se/index.php/User:RenateGovan1811) an LLM fine-tuned with reinforcement learning (RL) to improve reasoning ability. DeepSeek-R1 attains outcomes on par with OpenAI's o1 model on numerous criteria, including MATH-500 and SWE-bench.<br>
<br>DeepSeek-R1 is based on DeepSeek-V3, a mixture of [professionals](http://116.203.108.1653000) (MoE) model recently open-sourced by DeepSeek. This base model is fine-tuned using Group [Relative Policy](https://cbfacilitiesmanagement.ie) [Optimization](https://www.paradigmrecruitment.ca) (GRPO), a reasoning-oriented version of RL. The research group likewise performed knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama designs and released several variations of each