1Z0-1127-25 Prompt Engineering Practice Question
Which TWO parameters directly control the randomness and diversity of generated tokens?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Temperature
Temperature and top-p (nucleus sampling) are the primary parameters that influence randomness and diversity.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Temperature
Why this is correct
Temperature scales logits to affect randomness.
- ✗
Stop sequences
Why it's wrong here
Stop sequences terminate generation; they don't affect randomness.
- ✗
Frequency penalty
Why it's wrong here
Frequency penalty reduces repetition but does not directly control randomness.
- ✓
Top-p
Why this is correct
Top-p dynamically selects a set of tokens with cumulative probability, controlling diversity.
- ✗
Max tokens
Why it's wrong here
Max tokens limits length, not diversity.
Go deeper
Related to this question
About these practice questions
One of 768 original 1Z0-1127-25 practice questions on Courseiva, each with a full explanation and wrong-answer analysis — not exam dumps or protected exam content. Learn why practice questions differ from exam dumps →
JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This 1Z0-1127-25 practice question is part of Courseiva's free Oracle certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the 1Z0-1127-25 exam.