Cloudera Docs

Model Registry Standalone API (Technical Preview)

You can use standalone CML registry API to communicate with the model registry using the REST client or CLI client.

After the release of CML Registry General Availability (GA), the CML Registry API has been exposed through CML workspace APIv2. So, a CML workspace must be present in the same CDP environment to communicate with the CML registry. For more information, see REST API.

The CML Registry Standalone API supports the following functionalities:

  • GET/PATCH/DELETE for the model and model version
  • GET a curated list of NGC models
  • Import external model from NVIDIA NGC or HuggingFace to CML Registry through the POST method

Currently, the CML Registry Standalone API does not support uploading the models through POST method from the local machine.

Cloud Platforms

CML Registry API is available only on AWS and Azure.

API definition

The Swagger definition is available in the CML API documentation.