How to Package Models
Prepare your models for deployment to Modzy
The guides in this section provide you the materials to quickly transform your machine learning model into an OMI-compliant container, all of which go hand-in-hand with the Deploying Models guides. All guides in this section fall into one of two categories:
- low-code packaging guides that leverage Chassis to automate the containerization process
- high-code packaging guides that require more manual work and proficiency with both Docker and gRPC.
Low-Code Guides | High-Code Guides |
---|---|
PyTorch | Tensorflow |
Scikit-learn | Python Model |
XGBoost | R Model |
LightGBM | |
Fastai | |
MXNet | |
ONNX | |
PMML | |
General Chassis Template |
Updated 2 months ago