1Z0-1127-25 Prompt Engineering Practice Question
A prompt engineer is refining a prompt that currently produces outputs with excessive repetition. Which TWO parameters can be adjusted to reduce repetition? (Choose two.)
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
✓
Frequency penalty
Frequency penalty discourages tokens that have already appeared, and presence penalty discourages tokens that have appeared at all. Both reduce repetition. Temperature and max tokens do not directly target repetition.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
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Temperature
Why it's wrong here
Temperature controls randomness, not repetition.
- ✓
Frequency penalty
Why this is correct
Frequency penalty reduces the likelihood of repeating the same tokens.
- ✓
Presence penalty
Why this is correct
Presence penalty discourages token reuse, reducing repetition.
- ✗
Max tokens
Why it's wrong here
Max tokens limits output length, not repetition.
- ✗
Top-p
Why it's wrong here
Top-p controls vocabulary selection probability, not repetition.
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