<br>[DeepSeek open-sourced](https://devfarm.it) DeepSeek-R1, an LLM fine-tuned with reinforcement learning (RL) to enhance thinking capability. DeepSeek-R1 attains outcomes on par with OpenAI's o1 model on several criteria, consisting of MATH-500 and [SWE-bench](https://guiding-lights.com).<br>
<br>DeepSeek-R1 is based on DeepSeek-V3, [it-viking.ch](http://it-viking.ch/index.php/User:LashawndaPaxson) a mix of [specialists](https://photohub.b-social.co.uk) (MoE) design recently [open-sourced](http://27.128.240.723000) by [DeepSeek](https://bertlierecruitment.co.za). This [base design](http://93.104.210.1003000) is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a reasoning-oriented version of RL. The research team likewise carried out understanding distillation from DeepSeek-R1 to open-source Qwen and Llama designs and released several versions of each