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bert-base-multilingual-cased_hu_wiki_pfeiffer for bert-base-multilingual-casedbert-base-multilingual-cased model, trained on the hu/wiki dataset and includes a prediction head for masked lm.adapters:pip install -U adapters1from adapters import AutoAdapterModel
2
3model = AutoAdapterModel.from_pretrained("bert-base-multilingual-cased")
4adapter_name = model.load_adapter("AdapterHub/bert-base-multilingual-cased_hu_wiki_pfeiffer")
5model.set_active_adapters(adapter_name)1@inproceedings{pfeiffer20madx,
2 title = "{MAD-X}: {A}n {A}dapter-{B}ased {F}ramework for {M}ulti-{T}ask {C}ross-{L}ingual {T}ransfer",
3 author = "Pfeiffer, Jonas and
4 Vuli{\'c}, Ivan and
5 Gurevych, Iryna and
6 Ruder, Sebastian",
7 booktitle = "Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
8 year = "2020",
9 address = "Online",
10 publisher = "Association for Computational Linguistics",
11 url = "https://www.aclweb.org/anthology/2020.emnlp-main.617",
12 pages = "7654--7673",
13}
14