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Amazon SageMaker HyperPod now supports AMI-based node lifecycle configuration for Slurm clusters

calendar_today May 7, 2026 person aws@amazon.com domain aws

Amazon SageMaker HyperPod now supports AMI-based configuration that provisions Slurm cluster nodes with the software and configurations needed for a production-ready environment to run AI/ML training workloads. This removes the need to download, configure, or upload lifecycle configuration scripts to Amazon S3. With fewer operational steps to prepare a cluster and no lifecycle configuration scripts executing during node provisioning, cluster creation time is significantly reduced, so you can start running jobs sooner.

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