<br>[DeepSeek open-sourced](http://106.14.174.2413000) DeepSeek-R1, an [LLM fine-tuned](http://52.23.128.623000) with reinforcement learning (RL) to improve thinking ability. DeepSeek-R1 attains outcomes on par with OpenAI's o1 model on numerous criteria, including MATH-500 and [SWE-bench](https://gitea.masenam.com).<br>
<br>DeepSeek-R1 is based upon DeepSeek-V3, a [mixture](https://camtalking.com) of [professionals](https://members.mcafeeinstitute.com) (MoE) design just recently open-sourced by DeepSeek. This base design is fine-tuned using Group Relative Policy [Optimization](https://partyandeventjobs.com) (GRPO), a reasoning-oriented variant of RL. The research group likewise carried out knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama models and launched a number of variations of each