Deployments

Deploy and scale AI models

Run AI models in the cloud.

Generate media with diffion models

  • Deploy LLMs
  • Fine-tune Foundation Models
  • Build the next ChatGPT
  • Leverage generative media

Fast and versatile. Join over 500,000 builders powering next-gen applications from Machine Learning to 3D graphics.

Deployments provide effortless model serving.

Easily deploy your machine learning model as an API endpoint in a few simple steps. Stop worrying about Kubernetes, Docker, and framework headaches.

Read the docs

Say hello to

Deployments.

Deployments make model inference simple and scalable.

move from R&D into production with Deployments.

01

Select Model

Select an existing model or upload a new model from the interface or CLI.

02

Choose Runtime

Choose from your preferred runtime eg TensorFlow Serving, Flask, etc.

03

Serve Model

Set instance, types, autoscaling behavior, and other parameters. Click deploy!

Start in 60 seconds

Turn your model into an API endpoint

Perfect for ML developers. A powerful no-fuss environment that "just works."

Free signup

Easy setup

Free GPUs

Start in seconds

Go from signup to training a model in seconds. Leverage pre-configured templates & sample projects.

Infrastructure abstraction

Job scheduling, resource provisioning, cluster management, and more without ever managing servers.

Scale instantly

Scale up training with a full range of GPU options with no runtime limits.

Full reproducibility

Automatic versioning, tagging, and life-cycle management. Develop models and compare performance over time.

Collaboration

Say goodbye to black-boxes. Gradient provides a unified platform designed for your entire team.

Insights

Improve visibility into team performance. Invite collaborators or leverage public projects.

And much more...

  • Autoscaling

  • Health checks

  • System metrics

  • Versioning

  • Persistent storage

  • Elegant CLI/SDK

  • Tag management

  • Log streaming

  • Git integration

Tutorials

Tutorials & samples
Get started with a library of sample projects you can clone and run in your own account.

  • Get started tutorials
  • Longform guides
  • Sample apps

Explore the docs

Run on any ML framework. Choose from wide selection of pre-configured templates or bring your own.

TensorFlow PyTorch Keras Scikit Learn TensorRT TensorBoard ONNX XGBoost HuggingFace RAPIDS Fast.ai R Streamlit Jupyter TF Serving

Add speed and simplicity to your workflow today