MAD-X Adapters
Collection
MAD-X language adapters from the paper "MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer" for BERT and XLM-RoBERTa.
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114 items
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Updated
bert-base-multilingual-cased-el-wiki_houlsby
for bert-base-multilingual-cased
Houlsby Adapter trained with Masked Language Modelling on Greek Wikipedia Articles for 250k steps and a batch size of 64.
This adapter was created for usage with the Adapters library.
First, install adapters
:
pip install -U adapters
Now, the adapter can be loaded and activated like this:
from adapters import AutoAdapterModel
model = AutoAdapterModel.from_pretrained("bert-base-multilingual-cased")
adapter_name = model.load_adapter("AdapterHub/bert-base-multilingual-cased-el-wiki_houlsby")
model.set_active_adapters(adapter_name)
nd_150k
(main)wd_150k
@article{pfeiffer20madx,
title={{MAD-X}: An {A}dapter-based {F}ramework for {M}ulti-task {C}ross-lingual {T}ransfer},
author={Pfeiffer, Jonas and Vuli\'{c}, Ivan and Gurevych, Iryna and Ruder, Sebastian},
journal={arXiv preprint},
year={2020},
url={https://arxiv.org/pdf/2005.00052.pdf},
}
This adapter has been auto-imported from https://github.com/Adapter-Hub/Hub/blob/master/adapters/ukp/bert-base-multilingual-cased-el-wiki_houlsby.yaml.