Open-sourcing circuit-tracing tools
May 29, 2025

Summary
This post open-sources a library for generating attribution graphs, which reveal the internal decision steps of large language models. It enables researchers to trace circuits, visualize and annotate graphs interactively, and test hypotheses by modifying feature values. The release supports popular open-weights models and facilitates the study of behaviors like multi-step reasoning and multilingual representations.