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Amazon SageMaker AI inference now supports G7 instances

calendar_today July 22, 2026 person aws@amazon.com domain amazon-q

Amazon SageMaker AI inference now supports G7 instances powered by NVIDIA RTX PRO 4500 Blackwell Server Edition GPUs, enabling you to deploy machine learning models with up to 4.6x AI inference performance compared to previous-generation G6 instances. Customers deploying generative AI models for production inference need high GPU throughput and memory capacity to serve medium-to-large models cost-effectively, but previous-generation instances often required over-provisioning expensive compute or quantizing models to fit within memory constraints. G7 instances provide 32 GB of GPU memory per GP

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