Insights into DeepSeek-V3: Scaling Challenges and Reflections on Hardware for AI Architectures

Chenggang Zhao, Chengqi Deng, Chong Ruan +12

The rapid scaling of large language models (LLMs) has unveiled critical limitations in current hardware architectures, including constraints in memory capacity, computational effic…