Databricks Certified Generative AI Engineer Associate · Free Practice Question Medium
Question 17
A Generative AI Engineer must register a custom LLM to Unity Catalog using MLflow. What are the key steps in this process?
- A Skip metadata configuration during registration.
- B Register the model directly in Unity Catalog without logging it in MLflow.
- C Use only the MLflow tracking server without registering the model.
- D Log the model in MLflow, configure its metadata (e.g., schema and description), and register it to Unity Catalog for governance and discovery.
Reveal correct answer
Correct answer: D
Explanation
Proper logging, metadata configuration, and registration ensure that the model is discoverable and governed effectively within Unity Catalog.A. Incorrect: Metadata is essential for model discoverability and usage tracking.
B. Incorrect: MLflow provides critical logging and metadata management capabilities required before registration.
C. Incorrect: Registration to Unity Catalog is required for centralized governance and discovery.
D. Correct: Logging and metadata configuration ensure the model is properly tracked and registered for central access and governance.
Discussion
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