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Accelerate agentic AI with NVIDIA Nemotron models on Amazon EKS and SageMaker HyperPod EKS

TL;DR

NVIDIA Nemotron 3.5 Super VL is a 120B-parameter mixture-of-experts model that pairs reasoning and tool use with multimodal understanding. This post explores its architecture and use cases, then shows how to deploy it on Amazon EKS, EKS Auto Mode, and Amazon SageMaker HyperPod EKS with NVIDIA Dynamo and vLLM.

Nauti's Take

For a small team, the first useful test is an infrastructure test with a real tool workflow. Measure GPU time, latency, and operational effort per task, then check which components you would have to run and maintain yourself.

The AWS post shows a deployment path, but it does not yet prove everyday cost or reliability.

Sources