Auxiliary-Hyperparameter-Free Sampling: Entropy Equilibrium for Text Generation

Xiaodong Cai, Hai Lin, Shaoxiong Zhan +5

Token sampling strategies critically influence text generation quality in large language models (LLMs). However, existing methods introduce additional hyperparameters, requiring ex…