AdapterHub / bert-base-multilingual-cased-tk-wiki_houlsby

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Total runs: 12
24-hour runs: 0
7-day runs: 1
30-day runs: 3
Model's Last Updated: May 06 2024

Introduction of bert-base-multilingual-cased-tk-wiki_houlsby

Model Details of bert-base-multilingual-cased-tk-wiki_houlsby

Adapter bert-base-multilingual-cased-tk-wiki_houlsby for bert-base-multilingual-cased

Houlsby Adapter trained with Masked Language Modelling on Turkmen Wikipedia Articles for 50k steps and a batch size of 64.

This adapter was created for usage with the Adapters library.

Usage

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-tk-wiki_houlsby")
model.set_active_adapters(adapter_name)
Architecture & Training
  • Adapter architecture: houlsby
  • Prediction head: None
  • Dataset: tk/wiki
Author Information
Versions
  • nd (main)
  • wd
Citation
@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-tk-wiki_houlsby.yaml .

Runs of AdapterHub bert-base-multilingual-cased-tk-wiki_houlsby on huggingface.co

12
Total runs
0
24-hour runs
0
3-day runs
1
7-day runs
3
30-day runs

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