Before and After Temperature: A Distributional View of Creative LLM Generation

V. S. Raghu Parupudi, Harsha Ponnada, Aditi Kaushal +3

Reference-free evaluation of large language model (LLM) creativity relies on perplexity, entropy, and top-1 margin. We show that a much stronger signal lives one step earlier in th…