Right-size generative AI endpoints with concurrency sweeps on Amazon SageMaker AI

Amazon SageMaker AI now includes concurrency sweeps to optimize generative AI endpoints by systematically benchmarking instance types and serving configurations. This helps determine the best balance of throughput and latency, avoiding over- or under-provisioning resources. The process is demonstrated using the NVIDIA Nemotron-3 Nano 30B model.