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The Transformer eXplainability and eXploration (Martindale & Stewart, 2021) , or TX 2 software package, is a library designed for artificial intelligence researchers to better understand the performance of transformer models (Vaswani et al., 2017) used for sequence classification. The tool is capable of integrating with a trained transformer model and a dataset split into training and testing populations to produce an ipywidget (Project Jupyter Contributors, 2021) dashboard with a number ofdoi:10.21105/joss.03652 fatcat:3s77qada7jeltoxwwcwjhvihd4