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Task Adapters

Pre-trained model:

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bert xlm-roberta distilbert roberta

QQP

Quora Question Pairs is a binary classification task where the goal is to determine if two questions asked on Quora are semantically equivalent.
sts/qqp@ukp bert-base-uncased
1 version Architecture: houlsby Head: 

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

sts/qqp@ukp bert-base-uncased
1 version Architecture: pfeiffer Head: 

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

sts/qqp@ukp distilbert-base-uncased
1 version Architecture: pfeiffer Head: 

Adapter for distilbert-base-uncased in Pfeiffer architecture trained on the QQP dataset for 15 epochs with early stopping and a learning rate of 1e-4.

sts/qqp@ukp distilbert-base-uncased
1 version Architecture: houlsby Head: 

Adapter for distilbert-base-uncased in Houlsby architecture trained on the QQP dataset for 15 epochs with early stopping and a learning rate of 1e-4.

sts/qqp@ukp roberta-base
1 version Architecture: pfeiffer Head: 

Pfeiffer Adapter trained on the QQP dataset.

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