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Models & ResearchAI AgentsAI DevelopmentInfrastructure & HardwareImage, Video & AudioRobotics & Autonomous SystemsBusiness & IndustryPolicy & RegulationSafety & SecurityBenchmarks & EvaluationOpen Source & CommunityAI in Society
Robotics & Autonomous SystemsBusiness & IndustryPolicy & RegulationSafety & SecurityBenchmarks & EvaluationOpen Source & CommunityAI in Society

6 NovInfrastructure & HardwareUnite.AI

AWS Adds NVIDIA GPU Partitioning to SageMaker Inference Endpoints

AIAI-generated summary Amazon Web Services introduced Multi-Instance GPU support for Amazon SageMaker Inference on November 6, 2026, allowing multiple hardware-isolated models to share a single accelerator. Salesforce helped define the requirements and validate the initial implementation, while AWS reported performance and cost advantages from the H100 partition in testing.

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