Replicate

Replicate is a cloud platform that enables developers to run, fine-tune, and deploy machine learning models using simple APIs. It handles infrastructure challenges such as GPU allocation, dependency management, and cluster scaling so that teams can integrate AI models into applications with minimal code. Users can choose from thousands of community-contributed open-source models or deploy custom models packaged with tools like Cog, paying only for the exact compute time used during inference.