uqlm.nli.entropy_utils

Functions

best_response_selection(clustered_responses, ...)	Select the best response from the clustered responses based on the cluster probabilities
compute_cluster_probabilities(...)	Compute cluster probabilities
compute_response_probabilities(logprobs_results)	Compute response probabilities
compute_semantic_entropy(cluster_probabilities)	Helper function to compute semantic entropy score from cluster probabilities
length_norm_sequence_prob(logprobs[, ...])	Compute length normalized sequence logprob
normalize_cluster_probabilities(...)	Normalize cluster probabilities
normalize_entropy(entropy_values, num_responses)	Helper function to normalize semantic entropy