# NVIDIA DGX Cloud

NVIDIA’s AI factory in the cloud.

[Next Steps](#get-started)

[Solution Brief](https://resources.nvidia.com/en-us-dgx-cloud/dgx-cloud-solution-overview-nvidia) | [For Developers](https://developer.nvidia.com/dgx-cloud) | [Documentation](https://docs.nvidia.com/dgx-cloud/index.html)

Overview

## DGX Cloud—How NVIDIA Builds AI

DGX™ Cloud is NVIDIA’s internal cloud environment for building and operating AI at scale to support NVIDIA’s most demanding internal AI use cases. It is used to develop open source frontier and foundational models, validate new system architectures, and run production AI workloads.

DGX Cloud is built on NVIDIA-accelerated infrastructure and runs across CSPs and NVIDIA Cloud Partners. This ensures that the software and operational patterns proven in DGX Cloud are directly applicable across the ecosystem.

### NVIDIA Cloud Accelerator

NVIDIA Cloud Accelerator is a portfolio of open source, modular, and composable-by-design software that helps partners build and operate AI factories resiliently, efficiently, and securely at scale.

[Learn More](https://docs.nvidia.com/ncx/)

### NVIDIA Exemplar Cloud

NVIDIA Exemplar Cloud improves performance-per-TCO with validated HW/SW stacks and Performance Benchmarking, ensuring consistent, high-quality GPU performance.

[Learn More](https://www.nvidia.com/en-us/data-center/ai-cloud-performance.md)

### How It Works

## What Is NVIDIA DGX Cloud?

DGX Cloud serves as NVIDIA’s AI proving ground. Operational challenges encountered at scale are solved inside DGX Cloud first, then transformed into repeatable software, architectures, and reference implementations.

The software, operational intelligence, and infrastructure patterns developed inside DGX Cloud are externalized as modular, open infrastructure components through NVIDIA Cloud Accelerator.

[NVIDIA Nemotron™](https://www.nvidia.com/en-us/ai-data-science/foundation-models/nemotron.md) is a family of open models trained and optimized on NVIDIA DGX Cloud, demonstrating the scale and reliability of NVIDIA’s [AI factory](https://www.nvidia.com/en-us/glossary/ai-factory.md), and supporting multi-node training across tens of thousands of GPUs in production.

[Watch Video](https://www.youtube.com/watch?v=_y9SEtn1lU8)

## Build and Operate Leading AI Cloud Factories

NVIDIA Cloud Accelerator software is a portfolio of open source, modular, and composable-by-design software that helps partners build and operate AI factories at scale reliably, efficiently, and securely.

[Learn More](https://docs.nvidia.com/ncx/)

NVIDIA on DGX Cloud

## NVIDIA AI Is Accelerated by NVIDIA DGX Cloud

NVIDIA’s mission-critical research and next-gen open models are built and accelerated by NVIDIA DGX Cloud.

### Accelerate Autonomous Vehicle Development

NVIDIA Alpamayo is an open portfolio of AI models, simulation frameworks, and [physical AI](https://www.nvidia.com/en-us/glossary/generative-physical-ai.md) datasets designed to accelerate the development of safe, transparent, and reasoning-based autonomous vehicles.

[Learn More About NVIDIA Alpamayo](https://www.nvidia.com/en-us/solutions/autonomous-vehicles/alpamayo.md)

### Building Humanoid Robot Reasoning and Skills

NVIDIA Isaac™ GR00T is an open vision-language-action model for humanoid robots, delivering humanlike reasoning powered by Cosmos Reason to understand and act in the physical world.

[Learn More About NVIDIA Isaac GR00T](https://developer.nvidia.com/isaac/gr00t)

### Fuel Open-Source AI Development

NVIDIA Nemotron is a collection of open-source models, datasets, and techniques developed and accelerated on DGX Cloud, giving developers the ability to build, customize, and deploy powerful agentic AI solutions with unparalleled performance and scalability.

[Learn More About NVIDIA Nemotron](https://resources.nvidia.com/en-us-dgx-cloud/how-nemotron-fuels-ai-development)

### Accelerate Physical AI Development

NVIDIA CosmosTM is a platform of state-of-the-art generative [world foundation models](https://www.nvidia.com/en-us/glossary/world-models.md), advanced tokenizers, guardrails, and an accelerated data processing and curation pipeline built to accelerate the development of [physical AI](https://www.nvidia.com/en-us/glossary/generative-physical-ai.md) systems such as autonomous vehicles and robots.

[Learn More About NVIDIA Cosmos](https://resources.nvidia.com/en-us-dgx-cloud/cosmos/)

News and Blogs

## Explore the Latest NVIDIA AI Developments Driven by DGX Cloud Innovations

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## Next Steps

### Discover NVIDIA Cloud Accelerator

Operate AI clouds reliably and efficiently at scale with a portfolio of open, modular infrastructure software components.

[Learn More](https://docs.nvidia.com/ncx/)

### Measure What Matters With Performance Benchmarking

Optimize AI workload performance on any NVIDIA infrastructure with NVIDIA performance benchmarking.

[Learn More](https://www.nvidia.com/en-us/data-center/dgx-cloud-benchmarking.md)

### Become An Exemplar Cloud

Achieve optimal AI workload performance per TCO in partnership with NVIDIA with data-driven validated benchmarks.

[Learn More](https://www.nvidia.com/en-us/data-center/ai-cloud-performance.md)

## **Contact Us To Learn More About DGX**

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Amazon Web Services

NVIDIA DGX Cloud with AWS is a high-performance, fully managed AI training platform that provides co-engineered NVIDIA accelerated computing clusters optimized for AWS with flexible term lengths and access to NVIDIA experts.

[Request Private Offer Pricing NVIDIA DGX Cloud on Amazon Web Service](https://www.nvidia.com/en-us/data-center/lp/aws-marketplace-dgx-cloud-private-offer/?ncid=no-ncid)

Google Cloud Platform

NVIDIA DGX Cloud with Google Cloud is a high-performance, fully managed AI training platform that provides co-engineered NVIDIA accelerated computing clusters optimized for Google Cloud with flexible term lengths and access to NVIDIA experts.

[Try NVIDIA DGX Cloud on Google Cloud Marketplace](https://www.nvidia.com/en-us/data-center/dgx-cloud/trial.md)

[Request Private Offer Pricing for NVIDIA DGX Cloud on the Google Cloud Marketplace](https://www.nvidia.com/en-us/data-center/lp/google-cloud-marketplace-dgx-cloud-private-offer.md)

Microsoft Azure

NVIDIA DGX Cloud with Microsoft Azure is a high-performance, fully managed AI training platform that provides co-engineered NVIDIA accelerated computing clusters optimized for Azure with flexible term lengths and access to NVIDIA experts.

 [Try NVIDIA DGX Cloud on Microsoft Azure Marketplace](https://azuremarketplace.microsoft.com/en-us/marketplace/apps/nvidia.dgx-cloud?tab=Overview)

[Request Private Offer Request for NVIDIA DGX Cloud on the Microsoft Azure Marketplace](https://www.nvidia.com/en-us/data-center/lp/azure-dgx-cloud-private-offer.md)

Oracle Cloud Infrastructure

NVIDIA DGX Cloud with OCI is a high-performance, fully managed AI training platform that provides co-engineered NVIDIA accelerated computing clusters optimized for OCI with flexible term lengths and access to NVIDIA experts.

 [Try NVIDIA DGX Cloud on Oracle Cloud Marketplace](https://cloudmarketplace.oracle.com/marketplace/en_US/listing/154619827)

 [Request Private Offer Pricing for NVIDIA DGX Cloud on the Oracle Cloud Marketplace](https://www.nvidia.com/en-us/data-center/lp/oci-dgx-cloud-private-offer.md)