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Cog

Cog is an open-source command-line tool for packaging ML models. Cog gives you a consistent environment to run your model in – for developing on your laptop, training on GPU machines, and for other people working on the model. Then, when the model is trained and you want to share or deploy it, you can bake the model into a Docker image that serves a standard HTTP API.

$ cog init

$ cog push

Try out Cog on GitHub