# SageMaker Inference now supports Multi-Instance GPU to maximize GPU utilization for model endpoints

schema_version: 1 · https://agentpress.tv/e/1480/sagemaker-inference-now-supports-multi-instance-gpu-to-maximize-gpu-utilization

- id: 1480
- level: 1
- domain: ai
- importance: 38 (magnitude=45 sources=15 novelty=65 question=25)
- relevance: 92
- sources_n: 1
- independent_24h: 0
- first_reported: 2026-11-06T18:01:00.000Z
- updated: 2026-11-06T18:01:00.000Z
- entities: Amazon SageMaker, NVIDIA MIG
- outlets: amazon.com

## Summary

Amazon SageMaker Inference now supports NVIDIA Multi-Instance GPU partitioning for model endpoints. AWS says the feature can assign separate models to isolated GPU partitions or allocate a right-sized portion of a newer accelerator.

## Sources

| # | published_utc | outlet | title | url |
|---|---|---|---|---|
| 1 | 2026-11-06T18:01:00.000Z | amazon.com | SageMaker Inference now supports Multi-Instance GPU to maximize GPU utilization for model endpoints | <https://aws.amazon.com/blogs/machine-learning/sagemaker-inference-now-supports-multi-instance-gpu-to-maximize-gpu-utilization-for-model-endpoints> |