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
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