Databricks Certified Generative AI Engineer Associate — Question 72

Generative AI Engineer needs to build an LLM application that can understand medical documents, including recently published ones. They want to select an open model available on HuggingFace’s model hub.

Which step is most appropriate for selecting an LLM?

Answer options

• A. Pick any model in the Mistral family, as Mistral models are good with all types of use cases
• B. Select a model based on the highest number of downloads, as this indicates popularity, reliability, and general suitability
• C. Select a model that is most recently uploaded, as this indicates the model is the newest and highly likely to be the most performant
• D. Check for the model and training data description to identify if the model is trained on any medical data.

Correct answer: D

Explanation

The correct answer is D because understanding the model and training data is crucial for ensuring that it has been trained on relevant medical documents. Options A, B, and C do not guarantee that the model is suitable for the specific medical context, as they focus on general effectiveness or popularity rather than the specific training data necessary for the task.