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Amazon Adds Nvidia Chip Sharing To Cut AI Serving Costs

Amazon Web Services added Nvidia 's chip-sharing system to SageMaker so several models on an endpoint can run on one graphics chip at once, which can lower the cost per request. Key Takeaways SageMaker Inference now supports Nvidia Multi-Instance GPU (MIG) partitions so different models on an endpo…

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  1. 2026-11-08 00:08 · DEV Community — Machine Learning
    Amazon Adds Nvidia Chip Sharing To Cut AI Serving Costs

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  1. SageMaker adds GPU partitioning for hosting several models — DEV Community — AI
  2. SageMaker Inference adds NVIDIA Multi-Instance GPU support to boost GPU utilization — AWS Machine Learning Blog
  3. AWS Adds NVIDIA GPU Partitioning to SageMaker Inference Endpoints — Unite.AI
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