Steffen Herbold

The GRADIEND Python Package: An End-to-End System for Gradient-Based Feature Learning

We present gradiend, an open-source Python package that operationalizes the GRADIEND method for learning feature directions from factual-counterfactual MLM and CLM gradients in language models. The package provides a unified workflow for feature-related data creation, training, evaluation, visualization, persistent mod...