SageMaker Inference adds NVIDIA Multi-Instance GPU support to boost GPU utilization

Amazon SageMaker Inference now supports NVIDIA Multi-Instance GPU (MIG), partitioning a single GPU into hardware-isolated segments so different models can run on each partition for endpoints.

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2026-11-06 18:01 · AWS Machine Learning Blog
SageMaker Inference now supports Multi-Instance GPU to maximize GPU utilization for model endpoints

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