<br>DeepSeek open-sourced DeepSeek-R1, an [LLM fine-tuned](https://rassi.tv) with reinforcement learning (RL) to improve reasoning capability. DeepSeek-R1 attains results on par with OpenAI's o1 design on [numerous](https://git.tool.dwoodauto.com) standards, consisting of MATH-500 and [SWE-bench](https://lokilocker.com).<br>
<br>DeepSeek-R1 is based upon DeepSeek-V3, a [mixture](https://propveda.com) of experts (MoE) design just recently open-sourced by DeepSeek. This base design is fine-tuned using Group Relative Policy Optimization (GRPO), a [reasoning-oriented variant](https://repo.maum.in) of RL. The research study team likewise performed knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama designs and launched several variations of each