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We introduce jiant, an open source toolkit for conducting multitask andtransfer learning experiments on English NLU tasks. jiant enables modular andconfiguration-driven experimentation with state-of-the-art models andimplements a broad set of tasks for probing, transfer learning, and multitasktraining experiments. jiant implements over 50 NLU tasks, including all GLUEand SuperGLUE benchmark tasks. We demonstrate that jiant reproduces publishedperformance on a variety of tasks and models, including BERT and RoBERTa. jiantis available at https://jiant.info.

jiant: A Software Toolkit for Research on General-Purpose Text Understanding Models