Run AI with an API .
All the latest open-source models are on Replicate. They’re not just demos — they all actually work and have production-ready APIs.
You can get started with any open-source model with just one line of code. But as you do more complex things, you fine-tune models or deploy your own custom code.
Our community has already published thousands of models that are ready to use in production. You can run these with one line of code.
You can improve open-source models with your own data to create new models that are better suited to specific tasks.
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 server and deploying it on a big cluster in the cloud. We scale up and down to handle demand, and you only pay for the compute that you use.
