#### REMOTE WINDOWS COMPUTER

# Cloud Desktops with NVIDIA GPUs for Local AI/ML Tasks

Explore the potential of AI and ML with Vagon, perfect for academic simulations, generative art and creative exploration in AI research and visual arts.

[Get Started Now](https://app.vagon.io/)

[Explore Features](/content/users/ml-ai-development#problems/index.html)

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#### REMOTE DESKTOP FOR ENGINEERS

## No More Performance Bottlenecks

Access a virtual & ready-to-use Windows OS-based environments with scalable performance options.

#### SECURE WINDOWS VMs

### Remote development environment for ML/AI Engineers

Don't deal with the environment setup process, choose the apps you want to use, let Vagon create environment for you. Run your Vagon computer, and enjoy working without limits.

#### WORLDWIDE COVERAGE

### Free your workstation, run tasks on your powerful second monitor

Throw the performance demanding tasks to your Vagon, and free your computer from tedious and complex works that sabotages your creative workflow.

Scroll for Solution

#### why VAGON

## Run models locally with NVIDIA GPUs

Harness advanced AI tools like TouchDesigner and Stable Diffusion to create dynamic visual content, powered by our scalable GPU infrastructure which ensures top performance and scalability to meet any demand.

#### Isolated Workspaces

Every Vagon computer is an isolated virtual machine and connection to your computer is always encrypted and secured.

#### Latest Generation Hardware

Access RTX-enabled latest generation NVIDIA GPUs and high performance Intel CPUs at a click.

#### Ready to Use Workspaces

Choose applications from well-curated catalog, and start to work on your project. Don't spend time installing applications.

#### Run Windows on macOS

Access a Windows remote desktop on any device including macOS devices, tablets, mobile devices and Chromebooks.

#### 4K & 60 FPS Streaming

Connect to your workspace with 4K & 60FPS supported no-latency streaming from any device, anywhere in the world.

#### Worldwide Coverage

Run Vagon from 23+ data centers worldwide. No need to carry a professional workstation anymore.

#### connect anytime, anywhere

### No more crashes, or lags. Easy to manage, isolated and secure development environments for remote developers.

Access your Windows PC from a beach in Bali, or a café in Paris.

**Not that mobile?** Vagon is here to be your second monitor for your heavy tasks.

All you need is an internet connection.

Create a Vagon Computer

[How It Works](/content/users/ml-ai-development#how-it-works/index.html)

#### HOW IT WORKS

## Enjoy experimenting with AI & ML on any device

Deploy local LLMs and explore generative art experiments using the latest generation GPUs on our platform. Quickly test and iterate with models from Hugging Face, ensuring rapid development and innovation in AI and digital art.

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#### Create Computer with Preinstalled Apps

Start by choosing from our large selection of coding & development apps—no need to install anything. Selected applications will be installed automatically inside your Vagon computer in minutes.

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#### Transfer & Sync Project Files

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#### Start Working & Scale Performance

## Easy-to-use cloud solutions for AI & ML experiments

Future of work with the products designed for high performance & scalability. Add artificial intelligence to your daily workflows.

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**Cloud Computer**\
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Personal remote desktop with latest generation hardware equipped scalable performance alternatives. Use any application without hardware barriers from your browser.\
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**Team Workspaces**\
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Fast, secure, and scalable remote workstations for teams and companies. Supercharge creative workflows and daily tasks with enhanced collaboration.\
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**Application Streaming**\
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No code, interactive cloud streaming for game & experience developers. Make Unreal Engine, Unity and any 3D experience work on any device.\
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# Ready to focus on your creativity?

Vagon gives you the ability to create & render projects, collaborate, and stream applications with the power of the best hardware.

[Create a Vagon Account](https://app.vagon.io/)