GitHub - klara-research/klarity: See Through Your Models
Klarity
Klarity
Understanding uncertainty in generative model predictions
🎯 Overview
Klarity is a tool for analyzing uncertainty in generative model outputs. It combines both raw probability analysis and semantic understanding to provide deep insights into model behavior during text generation. The library offers:
Dual Entropy Analysis: Combines raw probability entropy with semantic similarity-based entropy
Semantic Clustering: Groups similar predictions to understand model decision-making
Stru...
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