LLM-PRISM: Characterizing Silent Data Corruption from Permanent GPU Faults in LLM Training

Abhishek Tyagi, Saurabh Hukerikar, Nirmal Saxena +4

Large-scale LLM training is increasingly susceptible to hardware defects stemming from manufacturing escapes and silicon aging. These defects manifest as Silent Data Corruption (SD…