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We used PATIENCE_EPOCHS = 5 and MAX_SEQUENCE_LEN = 200 in the paper, but the new defaults (1 and 50 correspondingly) speed things up and work just as well.
We used the [release v1.0](https://github.com/ottokart/punctuator2/releases/tag/v1.0)