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Model APIs
ML Commons supports the following model-level APIs:
- Register model
- Deploy model
- Get model
- Search model
- Update model
- Undeploy model
- Delete model
- Predict (invokes a model)
Model access control considerations
For clusters with model access control enabled, users can perform API operations on models in model groups with specified access levels as follows:
publicmodel group: Any user.restrictedmodel group: Only the model owner or users who share at least one backend role with the model group.privatemodel group: Only the model owner.
For clusters with model access control disabled, any user can perform API operations on models in any model group.
Admin users can perform API operations for models in any model group.
For more information, see Model access control.