Train AI Models on Amazon SageMaker HyperPod EKS | Amazon Web Services
In this part 2, we go hands-on with distributed model training on SageMaker HyperPod. Learn how the HyperPod Training Operator (HPTO) reduces recovery time from minutes to seconds with process-level fault tolerance and real-time health monitoring. We walk through building a GPU-optimized container image, configuring FSDP (Fully Sharded Data Parallel) to train a 1-billion parameter Llama model across multiple nodes, demonstrate how HyperPod's self-healing capabilities keep your training jobs...