components Models documentation

Models

Components in this category

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• batch_deploy_model

  Batch deploy a model to a workspace. The component works on compute with MSI attached.

• convert_model_to_mlflow

  Component converts models from supported frameworks to MLflow model packaging format

• deploy_model

  Deploy a model to a workspace. The component works on compute with MSI attached.

• download_model

  Downloads a publicly available model

• import_model

  Import a model into a workspace or a registry

• mlflow_model_local_validation

  Validates if a MLFLow model can be loaded on a compute and is usable for inferencing.

• validation_trigger_import

  Component for enabling validation of import pipeline.