Containers

Replicate Cog: Containers for Machine Learning

Cog is Replicate's open-source tool for packaging machine learning models into standardized Docker containers with automatic HTTP APIs. It's the packaging layer that powers Replicate's model hosting platform — define inputs/outputs in Python, get a container that serves the model.