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NEWS · COMPANIES · #224

Amazon SageMaker AI adds instance preference lists for training and processing jobs

Amazon SageMaker AI now supports instance preference lists for training and processing jobs. You can specify an ordered list of up to five instance types, and SageMaker AI will automatically launch the first type with available capacity, removing the need for manual retry loops and capacity‑watching scripts.

KEY POINTS

  1. Amazon SageMaker AI now supports instance preference lists for training and processing jobs.
  2. You can specify an ordered list of up to five instance types, and SageMaker AI will automatically launch the first type with available capacity, removing the need for manual retry loops and capacity‑watching scripts.
  3. This reduces operational friction and failed retries when preferred instance types are unavailable, improving job reliability and developer productivity.

WHY IT MATTERS

This reduces operational friction and failed retries when preferred instance types are unavailable, improving job reliability and developer productivity.

SOURCES & TIMELINE

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