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Henan University
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VCM reshapes LLM output distributions to enhance diversity and coherence, effectively breaking the cycle of repetitive degeneration in text generation.
Forget temperature tuning: Min-$k$ sampling finds the "semantic cliff" in your LLM's logits, delivering robust and high-quality text even when other methods fall apart.