<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement learning (RL) to improve [thinking ability](http://118.190.145.2173000). DeepSeek-R1 attains outcomes on par with [OpenAI's](https://sunrise.hireyo.com) o1 design on several criteria, consisting of MATH-500 and SWE-bench.<br>
<br>DeepSeek-R1 is based upon DeepSeek-V3, a mix of professionals (MoE) design recently open-sourced by . This base model is [fine-tuned](https://ssh.joshuakmckelvey.com) utilizing Group Relative Policy [Optimization](https://git.project.qingger.com) (GRPO), a reasoning-oriented version of RL. The research team also performed knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama designs and launched a number of [variations](http://jerl.zone3000) of each