Announcing instance preference lists for Amazon SageMaker AI training jobs

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Getting access to the right GPUs when you need them is one of the biggest challenges in training or customizing AI models at scale. During peak demand periods, your preferred GPU may not be immediately available – and when your job is tied to one specific GPU configuration, the only option is to wait or manually try alternatives. This slows down experimentation and pulls engineering focus away from model development. What if you could submit a single job with a list of suitable GPU options and…