Task Adapters

QNLI

Question Natural Language Inference is a version of SQuAD which has been converted to a binary classification task. The positive examples are (question, sentence) pairs which do contain the correct answer, and the negative examples are (question,sentence) from the same paragraph which do not contain the answer.

nli/qnli@ukp bert-base-uncased

1 version Architecture: houlsby Head:

Adapter in Houlsby architecture trained on the QNLI task for 20 epochs with early stopping and a learning rate of 1e-4. See https://arxiv.org/pdf/2007.07779.pdf.

nli/qnli@ukp bert-base-uncased

1 version Architecture: pfeiffer Head:

Adapter in Pfeiffer architecture trained on the QNLI task for 20 epochs with early stopping and a learning rate of 1e-4. See https://arxiv.org/pdf/2007.07779.pdf.

AdapterHub/bert-base-uncased-pf-qnli bert-base-uncased

huggingface.co Head:

# Adapter `AdapterHub/bert-base-uncased-pf-qnli` for bert-base-uncased An [adapter](https://adapterhub.ml) for the `bert-base-uncased` model that was trained on the...