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Training-free methods outperform their training-based counterparts in robustness against adversarial prompts while still achieving competitive accuracy on simpler tasks.
HTFM transforms the handling of heavy-tailed data, achieving superior sample quality and tail recovery while maintaining efficient sampling speeds.
