This presentation mainly introduces the practical implementation of iFLYTEK's Spark large model using Ascend computing power. It focuses on reporting how Spark's large-scale training clusters achieve rapid system recovery under ten-thousand-card Ascend clusters, and the development of efficient fusion operators using Ascend C technology.