Training efficiency starts with precision. This session explores Azure supercomputing validation—from GPU kernels to LLAMA pretraining and large-scale model training. The process detects bottlenecks early, reduces cost, and boosts performance. Customers gain predictable throughput, faster training, and confidence in Azure’s readiness for multi-billion parameter models. Attendees will gain practical insights and engage directly with the engineers driving these innovations.