Task Adapters

MultiNLI

Multi-Genre Natural Language Inference is a large-scale, crowdsourced entailment classification task. Given a pair of sentences, the goal is to predict whether the second sentence is an entailment, contradiction, or neutral with respect to the first one.

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nli/multinli@ukp distilbert-base-uncased

1 version Architecture: pfeiffer Head:

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

nli/multinli@ukp distilbert-base-uncased

1 version Architecture: houlsby Head:

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