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Amazon SageMaker HyperPod Slurm clusters now support specifying minimum capacity requirements with continuous provisioning

calendar_today May 27, 2026 person aws@amazon.com domain aws

Amazon SageMaker HyperPod now supports minimum capacity requirements (MinCount) for clusters using Slurm orchestration with continuous provisioning. With continuous provisioning , HyperPod provisions clusters with available partial capacity so you can start your AI/ML jobs quickly, while continuing to provision remaining instances asynchronously in the background. While this provides flexibility, some training workloads require a guaranteed minimum number of nodes before they can start effectively.

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