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COMPANY · ENTITY #1144

NVIDIA Dynamo

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3

COMPANIES · 1 SOURCE · NVIDIA Developer

NVIDIA packages Dynamo 1.4.2 into validated Kubernetes runtime recipes with AICR

NVIDIA's DSX AI Factory Platform adds Dynamo 1.4.2 and its cluster dependencies into reproducible, validated runtime recipes via the NVIDIA AI Cluster Runtime (AICR). AICR pins component versions, captures GPU/DR A, scheduling, networking and monitoring requirements, offers a five-step render/deploy/validate flow (snapshot, generate recipe, render bundle, deploy via Helmfile/GitOps, validate), and documents routing options (TCP + ZMQ) including a Gateway API / EPP ingress path; NATS is now opt-in.

6.0

MODELS · 1 SOURCE · AWS Machine Learning

NVIDIA publishes Nemotron 3.5 Super VL (120B MoE) and provides AWS EKS / SageMaker deployment guide

NVIDIA released Nemotron 3.5 Super VL, an open multimodal 120B-parameter mixture-of-experts (MoE) model that activates about 12B parameters per token and is distilled from Nemotron 3 Ultra. NVIDIA published the model weights, training datasets, and post-training recipes and published reference implementations and an aws-do-eks walkthrough showing how to deploy Nemotron models on Amazon EKS, EKS Auto Mode, and SageMaker HyperPod EKS; the model is validated on AWS GPU instances and integrates with major agent frameworks via the NVIDIA Agent Toolkit.

7.0

COMPANIES · 1 SOURCE · NVIDIA Developer

NVIDIA Dynamo's Shadow Engine Recovery can restore LLM inference capacity in seconds

NVIDIA describes a Shadow Engine Recovery feature in its Dynamo system that can restore LLM inference capacity in seconds by avoiding the usual cold restart path that requires reloading weights into HBM and recompiling kernels. The feature is presented as a fast recovery mechanism for failed LLM engine processes.

7.0