Training LLMs with Fault Tolerant HSDP on 100,000 GPUs

Omkar Salpekar, Rohan Varma, Kenny Yu +20

Large-scale training systems typically use synchronous training, requiring all GPUs to be healthy simultaneously. In our experience training on O(100K) GPUs, synchronous training r…