Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability

Ruixuan Huang, Hantao Huang, Yifan Huang +3

Frontier large language model training consumes massive accelerator fleets and long wall-clock computation, making stability failures costly when they occur. After a numerical or a…