Answer: Increase Top-P to 0.95

## Explanation **Increasing Top-P to 0.95** is the correct answer because: - **Top-P (Nucleus Sampling)**: Controls the diversity of word choices by considering only the top P% of probable words - **Higher Top-P (0.95)**: Allows the model to consider a wider range of possible words, increasing diversity - **Lower Top-P**: Restricts the model to only the most probable words, reducing variety **Why other options are incorrect:** - **B. Decrease temperature to 0.2**: Lower temperature makes the model more deterministic and less creative, actually reducing diversity - **C. Reduce max-tokens to 100**: This limits response length but doesn't directly affect word choice diversity - **D. Add stop-sequence after each sentence**: This controls output length but doesn't influence the variety of vocabulary used For creative writing and style variety, increasing Top-P allows the model to explore more diverse vocabulary options while maintaining coherence.

Author: Ritesh Yadav