How to Deploy Models

There are several ways to deploy your model into your Modzy instance. As the model developer, you can decide how you package and import your model based on the framework or language you are working with.

Deploy Now

No-Code Model Import Options (no model packaging required):

• AWS Sagemaker
• Azure ML
• MLflow

Deploy an OMI-Compliant Container

• Import pre-built Docker container you have already built that meets the Open Model Interface (OMI) Specification

Deploy Programmatically

The below guide provides a programmatic approach to deploy your model

• Import pre-built OMI-compliant Docker container programmatically with Modzy's Python SDK

Set Up a CI/CD Pipeline

The below guides provide examples for automating your model deployment with CI/CD.

• Github Actions