Containerized MLFlow Tutorial
The Containerized MLFlow Tutorial demonstrates how to use Wallaroo with containerized MLFlow models.
MLFlow
| Parameter | Description |
|---|---|
| Web Site | https://mlflow.org |
| Supported Libraries | mlflow==1.30.0 |
For models that do not fall under the supported model frameworks, organizations can use containerized MLFlow ML Models.
This guide details how to add ML Models from a model registry service into Wallaroo.
Wallaroo supports both public and private containerized model registries. See the Wallaroo Private Containerized Model Container Registry Guide for details on how to configure a Wallaroo instance with a private model registry.
Wallaroo users can register their trained MLFlow ML Models from a containerized model container registry into their Wallaroo instance and perform inferences with it through a Wallaroo pipeline.
As of this time, Wallaroo only supports MLFlow 1.30.0 containerized models. For information on how to containerize an MLFlow model, see the MLFlow Documentation.