Adapter Gregor/xlm-roberta-base-wmt21-qe for xlm-roberta-base

An adapter for the xlm-roberta-base model that was trained on the quality_estimation/wmt21 dataset and includes a prediction head for classification.

This adapter was created for usage with the adapter-transformers library.

Usage

First, install adapter-transformers:

pip install -U adapter-transformers

Note: adapter-transformers is a fork of transformers that acts as a drop-in replacement with adapter support. More

Now, the adapter can be loaded and activated like this:

from transformers import AutoModelWithHeads

model = AutoModelWithHeads.from_pretrained("xlm-roberta-base")
adapter_name = model.load_adapter("Gregor/xlm-roberta-base-wmt21-qe")
model.active_adapters = adapter_name

Architecture & Training

Evaluation results

Citation