1Z0-1127-25 Prompt Engineering Practice Question
A user repeatedly gets the same phrase output by the model. Which parameter adjustment is MOST likely to reduce such repetitive patterns?
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
✓
Increase frequency penalty
Frequency penalty reduces the likelihood of repeating tokens that have already appeared, directly combating 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.
- ✗
Decrease max tokens
Why it's wrong here
Shorter output may truncate repetition but does not prevent it from occurring.
- ✗
Increase temperature
Why it's wrong here
Higher temperature may introduce randomness but does not specifically target repetition of existing tokens.
- ✓
Increase frequency penalty
Why this is correct
Frequency penalty penalizes tokens that have been used, reducing repetition.
- ✗
Increase top-p
Why it's wrong here
Top-p controls the nucleus of probability mass; it may not reduce repetition of specific phrases.
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Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
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