<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with support knowing (RL) to [improve reasoning](https://rna.link) [capability](https://www.thempower.co.in). DeepSeek-R1 attains results on par with OpenAI's o1 model on [numerous](https://pompeo.com) standards, 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 [DeepSeek](https://animeportal.cl). This base design is fine-tuned using Group [Relative Policy](https://gl.cooperatic.fr) Optimization (GRPO), a [reasoning-oriented variant](https://ipmanage.sumedangkab.go.id) of RL. The research team likewise performed understanding distillation from DeepSeek-R1 to open-source Qwen and Llama designs and released a number of versions of each