Databricks Certified Generative AI Engineer Associate — Question 59

A Generative AI Engineer is building an LLM-based application that has an important transcription (speech-to-text) task. Speed is essential for the success of the application.

Which open Generative AI models should be used?

Answer options

• A. DBRX
• B. MPT-30B-Instruct
• C. Llama-2-70b-chat-hf
• D. whisper-large-v3 (1.6B)

Correct answer: D

Explanation

The correct answer is D, whisper-large-v3 (1.6B), because it is specifically designed for speech-to-text tasks and optimized for speed, making it ideal for transcription applications. The other options, while they may be useful for different tasks, are not optimized for the rapid transcription required in this scenario.