Crucial Exams

AWS Certified AI Practitioner AIF-C01 Practice Question

A development team wants a repeatable way to compare how accurately two large language models create English text summaries. Which approach provides an objective, standardized measurement of model quality?

  • Run both models on an open benchmark dataset for summarization and calculate ROUGE scores.

  • Ask each model to critique and score its own summaries.

  • Fine-tune the models further and compare their final training loss values.

  • Gather informal opinions from a small group of employees after ad-hoc testing.

AWS Certified AI Practitioner AIF-C01
Applications of Foundation Models
Your Score:
Settings & Objectives
Random Mixed
Questions are selected randomly from all chosen topics, with a preference for those you haven’t seen before. You may see several questions from the same objective or domain in a row.
Rotate by Objective
Questions cycle through each objective or domain in turn, helping you avoid long streaks of questions from the same area. You may see some repeat questions, but the distribution will be more balanced across topics.

Check or uncheck an objective to set which questions you will receive.

Wipe Score
Bash, the Crucial Exams Chat Bot
AI Bot