Insights into DeepSeek-V3: Scaling Challenges and Reflections on Hardware for AI Architectures. - Chenggang Zhao; Chengqi Deng; Chong Ruan; Damai Dai; Huazuo Gao; Jiashi Li; Liyue Zhang; Panpan Huang; Shangyan Zhou; Shirong Ma; Wenfeng Liang; Ying He; et al. (ISCA, 2025)

Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention. - Jingyang Yuan; Huazuo Gao; Damai Dai; Junyu Luo 002; Liang Zhao; Zhengyan Zhang; Zhenda Xie; Y. X. Wei; Lean Wang; Zhiping Xiao 001; Yuqing Wang; Chong Ruan; et al. (CoRR, 2025)

Insights into DeepSeek-V3: Scaling Challenges and Reflections on Hardware for AI Architectures. - Chenggang Zhao; Chengqi Deng; Chong Ruan; Damai Dai; Huazuo Gao; Jiashi Li; Liyue Zhang; Panpan Huang; Shangyan Zhou; Shirong Ma; Wenfeng Liang; Ying He; et al. (CoRR, 2025)