Concepts

Enterprise Applicable to Enterprise tier only

PrimeHub integrates Seldon as the model deployment solution. Seldon is a container-based solution and provides a common way to package different ML framework's by different programming languages as container images.

In Seldon, there are two ways to prepare the model image:

1. Pre-Packaged Inference Servers: Users can use the pre-packaged model image and provide the model URI for the latest model files.
2. Language Wrappers for Custom Model: Users build the model file by different language wrapper. It provides the best flexibility and loading time.

In the following tutorials, we will present two different ways of model deployment.

• Deploy a Model by Pre-packaged Server
• Deploy a Model by Image built from Language Wrapper