Databricks Certified Machine Learning Professional — Question 66

Which or the following statements about built-in library-specific MLflow Model flavors is true?

Answer options

• A. Built-in library-specific flavors are required for model signature use
• B. Built-in library-specific flavors allow models to be exported as library objects
• C. Built-in library-specific flavors allow models to be used with any library/span>
• D. Built-in library-specific flavors can only be used for logging models

Correct answer: B

Explanation

The correct answer is B, as built-in library-specific flavors indeed allow models to be exported as library objects, making them versatile for use in different environments. Option A is incorrect because model signatures can be utilized without being tied to specific flavors. Option C is false since built-in flavors are typically designed for specific libraries and not for universal compatibility. Option D is misleading; while they can be used for logging, their purpose extends beyond that.