AI and Machine Learning at DigitalOcean

Everything you need to build, run, and manage the next big thing.

Now Available: 1-Click Models powered by Hugging Face on DigitalOcean

Deploy the most popular third party models with just one click. Leave the complex setup to us, and start integrating AI into your application within minutes, not hours.

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Simple, powerful AI / ML tools

Build, train, and deploy AI applications including powerful AI agents.

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GPU Droplets

  • Simple, flexible, and scalable NVIDIA H100 machines for AI/ML workloads.

Learn more about graphics processing unit (GPU) Droplets

GenAI Platform

  • Easily build and deploy powerful AI agents.

Learn more about generative artificial intelligence (GenAI)

Bare Metal GPUs

  • Support complex and custom AI/ML use cases for your most demanding workloads.

Learn more about Bare Metal GPUs

1-Click Models powered by Hugging Face

  • Deploy the most popular third party models with just one click.

Learn more about 1-Click models

GPUs for DOKS

  • Scalable, high-throughput AI/ML workloads within containerized environments.

Learn more about GPUs for DOKS

Additional GPUs

  • Explore more compute options for every purpose.

Learn more about additional GPUs

If your project requires multi-node training, we've got you covered. Contact us to get started.

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Hear from businesses who use DigitalOcean GPUs

Training our next-generation text-to-video model with millions of video inputs on NVIDIA H100 GPUS on DigitalOcean took us just 3 days, enabling us to get a newer version of our model much faster than before.
Naeem Ahmed

Naeem Ahmed

Founder, Moonvalley AI

The most important thing for our company is to continue delivering a really exceptional user experience and continuing to make that even better. So that's going to involve research and development for the models, which requires heavy duty GPU computing power that DigitalOcean provides
Jacob Jackson

Jacob Jackson

CEO and Founder, Supermaven

See how easy it is to spin up a GPU Droplet

Scale with simplicity leveraging DigitalOcean's AI and ML tools

When building robust machine learning infrastructure for AI app development, choosing the right GPU solution is crucial. DigitalOcean's range from GPU virtual machines (VMs) to bare metal servers and specialized generative AI platforms, each offering unique advantages, built with DigitalOcean's signature simplicity in mind. GPU Droplets provide flexibility and scalability, ideal for AI developers who need on demand GPU compute, while Bare Metal cloud servers offer flexible configuration, making them a top choice for intensive workloads such as large-scale ML training.

Access to Hugging Face datasets through DigitalOcean's 1-Click Models make AI models even more accessible to everyone.


Looking to get started with AI app development? DigitalOcean provides AI developers with a large library of tutorials on a range of topics—from articles on Jupyter Notebook setup, to getting started with Llama, and using the LLM CLI to deploy the GPT-4o model.

GPU Droplets starting at $2.50/GPU/hour*

Experience affordable, high-performance AI infrastructure designed for developers and startups with DigitalOcean GPU Droplets.

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*Based on 12-month contractual commitment.