replicate/cog

This tool helps machine learning engineers and researchers easily package their trained ML models into standardized, production-ready containers. You define the model's environment and how it processes inputs, and the tool generates a Docker image that can take data (like an image file) and return the model's output (like a transformed image). It's designed for anyone deploying machine learning models into live applications.

9,268 stars. Actively maintained with 83 commits in the last 30 days. Available on PyPI.