How to Deploy ML Models Using Gravity AI and Meadowrun

Transform your containerized models-as-services into batch jobs

GravityAI is a marketplace for ML models where data scientists can publish their models as containers, and consumers can subscribe to access those models. In this article, we’ll talk about different options for deploying these containers and then walk through using them for batch jobs via Meadowrun, which is an open-source library for running your Python code and containers in the cloud.

A library inside of a container. Photo by Manuel …

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