DP-100 · Question #568
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might…
The correct answer is B. No. No, adjusting Presence Penalty does not meet the goal of getting more creative responses. Presence penalty (range: -2 to 2) penalizes a token if it has appeared anywhere in the output so far, regardless of how many times. This encourages the model to introduce new topics and…
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Options
- AYes
- BNo
How the community answered
(42 responses)- A10% (4)
- B90% (38)
Explanation
No, adjusting Presence Penalty does not meet the goal of getting more creative responses. Presence penalty (range: -2 to 2) penalizes a token if it has appeared anywhere in the output so far, regardless of how many times. This encourages the model to introduce new topics and avoid reusing terms it has already mentioned. While this can add topic diversity, it does not increase the model's fundamental creative output or randomness. Like frequency penalty, it is a repetition-management tool, not a primary creativity parameter. Temperature remains the correct parameter for this goal.
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