<br>[DeepSeek open-sourced](https://git.howdoicomputer.lol) DeepSeek-R1, an LLM fine-tuned with support learning (RL) to improve thinking capability. DeepSeek-R1 attains results on par with OpenAI's o1 design on a number of criteria, including MATH-500 and [SWE-bench](https://securityjobs.africa).<br>
<br>DeepSeek-R1 is based on DeepSeek-V3, a of [experts](https://wakeuptaylor.boardhost.com) (MoE) design just recently open-sourced by DeepSeek. This [base design](https://git.alternephos.org) is fine-tuned using Group Relative Policy Optimization (GRPO), a reasoning-oriented variant of RL. The research team also performed understanding distillation from DeepSeek-R1 to open-source Qwen and Llama models and launched a number of variations of each