Model Releases
Announcing instance preference lists for Amazon SageMaker AI training jobs
Amazon SageMaker AI now offers instance preference lists for training and processing jobs. Specify an ordered list of up to five instance types, and SageMaker AI automatically launches on the first ty
Amazon SageMaker AI now offers instance preference lists for training and processing jobs. Specify an ordered list of up to five instance types, and SageMaker AI automatically launches on the first type with available capacity, eliminating manual retry loops and capacity-watching scripts.
Related
- Spreading the load: How Salesforce met Multi-AZ HA with SageMaker Inference Components
- Capacity-aware inference: Automatic instance fallback for SageMaker AI endpoints
Source: AWS ML Blog | 2026-09-15