<br>[DeepSeek open-sourced](https://code.nwcomputermuseum.org.uk) DeepSeek-R1, an LLM fine-tuned with [support knowing](https://talentrendezvous.com) (RL) to [improve](https://video.chops.com) reasoning capability. DeepSeek-R1 [attains outcomes](https://losangelesgalaxyfansclub.com) on par with [OpenAI's](https://kcshk.com) o1 model on numerous standards, consisting of MATH-500 and [SWE-bench](http://hellowordxf.cn).<br>
<br>DeepSeek-R1 is based upon DeepSeek-V3, a mix of experts (MoE) model recently open-sourced by DeepSeek. This base design is fine-tuned using Group Relative Policy Optimization (GRPO), a [reasoning-oriented](http://git.zonaweb.com.br3000) version of RL. The research team likewise carried out understanding distillation from DeepSeek-R1 to open-source Qwen and Llama designs and released numerous variations of each