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The marketing team complains that Bedrock scripts sound robotic. To make them more imaginative for ad copy, what change helps most?
A
Lower temperature to 0.3
B
Increase top-p to 0.95
C
Reduce max-tokens
D
Add stop-sequence after each sentence
Explanation:
Increasing top-p to 0.95 helps make Bedrock scripts more imaginative for ad copy because:
Top-p (nucleus sampling) controls the diversity of generated text by considering only the top-p probability mass of tokens
A higher top-p value (0.95) allows the model to consider a wider range of possible tokens, leading to more creative and varied outputs
This is particularly useful for marketing/ad copy where creativity and imagination are desired
Why other options are less effective:
A. Lower temperature to 0.3: Lower temperature makes outputs more deterministic and less creative, which would make scripts even more robotic
C. Reduce max-tokens: This only limits the length of output, not the creativity
D. Add stop-sequence after each sentence: This controls when generation stops, but doesn't affect the creativity of the content
For creative tasks like ad copy, higher temperature and top-p values generally produce more imaginative results.