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MLflow Experiments in Unity Catalog

G-M
Contributor

Will MLflow Experiments be incorporated into Unity Catalog similar to models and feature tables? I feel like this is the final piece missing in a comprehensive Unity Catalog backed MLOps workflow. Currently it seems they can only be stored in a dbfs backed location.

If they will be incorporated to Unity Catalog then is there a timeline for this? Thanks

1 REPLY 1

Kaniz_Fatma
Community Manager
Community Manager

Hi @G-M

  • While Models in Unity Catalog cover model registration and management, MLflow Experiments focus on experiment tracking, versioning, and metrics.
  • Currently, MLflow Experiments are stored in a DBFS-backed location (Databricks File System), which might not be as comprehensive as having them directly integrated into Unity Catalog.
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