Migrate model card from transformers-repo
Browse filesRead announcement at https://discuss.huggingface.co/t/announcement-all-model-cards-will-be-migrated-to-hf-co-model-repos/2755
Original file history: https://github.com/huggingface/transformers/commits/master/model_cards/Geotrend/bert-base-tr-cased/README.md
README.md
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---
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language: tr
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datasets: wikipedia
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license: apache-2.0
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---
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# bert-base-tr-cased
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We are sharing smaller versions of [bert-base-multilingual-cased](https://huggingface.co/bert-base-multilingual-cased) that handle a custom number of languages.
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Unlike [distilbert-base-multilingual-cased](https://huggingface.co/distilbert-base-multilingual-cased), our versions give exactly the same representations produced by the original model which preserves the original accuracy.
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For more information please visit our paper: [Load What You Need: Smaller Versions of Multilingual BERT](https://www.aclweb.org/anthology/2020.sustainlp-1.16.pdf).
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## How to use
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```python
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from transformers import AutoTokenizer, AutoModel
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tokenizer = AutoTokenizer.from_pretrained("Geotrend/bert-base-tr-cased")
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model = AutoModel.from_pretrained("Geotrend/bert-base-tr-cased")
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```
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To generate other smaller versions of multilingual transformers please visit [our Github repo](https://github.com/Geotrend-research/smaller-transformers).
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### How to cite
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```bibtex
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@inproceedings{smallermbert,
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title={Load What You Need: Smaller Versions of Mutlilingual BERT},
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author={Abdaoui, Amine and Pradel, Camille and Sigel, Grégoire},
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booktitle={SustaiNLP / EMNLP},
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year={2020}
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}
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```
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## Contact
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Please contact amine@geotrend.fr for any question, feedback or request.
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