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NVIDIA Cosmos 3 Model Factory on SageMaker

Build a Physical AI model factory with NVIDIA Cosmos 3 on SageMaker HyperPod

Why we picked it

Available on AWS in ASEAN, this solution provides a production-ready framework for physical AI development with optimized GPU utilization.

Amazon SageMaker HyperPod now supports NVIDIA Cosmos 3 for building physical AI model factories. The system creates a continuous pipeline including synthetic data generation, post-training, and closed-loop evaluation. The solution runs on a persistent Amazon EKS cluster with GPU goodput as the key performance metric. This integration enables more efficient AI model development workflows.

Image · AWS Machine Learning Blog
Original · AWS Machine Learning Blog

Build a Physical AI model factory with NVIDIA Cosmos 3 on SageMaker HyperPod

Building a Physical AI system takes a continuous pipeline, not a single training job. This post shows how to run that model factory (synthetic data generation, post-training, and closed-loop evaluation with NVIDIA Cosmos 3) on a persistent, resilient Amazon SageMaker HyperPod cluster on Amazon EKS, with GPU goodput as the metric that matters.