You aren’t limited to the models on Replicate: you can deploy your own custom models using Cog, our open-source tool for packaging machine learning models. Cog takes care of generating an API …

Feb 18, 2026 · Discover and share machine learning models that you can run in the cloud using Replicate.

Run popular AI image restoration using our API to restore blurry, noisy, or low-res images instantly. Remove noise and compression artifacts.

You only pay for what you use on Replicate. Some models are billed by time, others by input and output.

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How does Replicate work? Replicate lets you run machine learning models with a cloud API, without having to understand the intricacies of machine learning or manage your own infrastructure.

To publish your own model, prepare a replicate.yaml file that defines inputs (image, mask, prompt) and outputs, then push it to your Replicate account for use on managed hardware. Can I use these …

API tokens are used to authenticate your requests to the Replicate API. Learn how to create, manage, and secure your tokens.

The API documentation for the API.

Learn to build, deploy, and scale your own custom model on Replicate.