incerto.llm.PredictiveEntropy# class incerto.llm.PredictiveEntropy[source]# Bases: object Predictive entropy across multiple sampled sequences. Average the probability distributions from multiple samples and compute entropy. Higher values indicate disagreement. __init__()# Methods __init__() compute(logit_samples) Compute predictive entropy from multiple samples. static compute(logit_samples)[source]# Compute predictive entropy from multiple samples. Parameters: logit_samples (List[Tensor]) – List of logit tensors, each of shape (seq_len, vocab_size) or (vocab_size,) Return type: Tensor Returns: Predictive entropy (scalar or per-position)