<p>➀ The Deepseek-R1 671B model has captured industry attention for its advanced reasoning capabilities; </p><p>➁ The challenge of running this model is its high memory requirements, which can be addressed through quantization; </p><p>➂ This article discusses a solution to run the model on an AMD Volcano platform with virtualized workloads, showcasing the use of Docker and Open WebUI for deployment.</p>