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distilbert-base-en-fr-es-de-zh-cased
Geotrend/distilbert-base-en-fr-es-de-zh-cased
distilbert-base-en-fr-es-de-zh-cased is a fill-mask model from Geotrend. Use it when you need the model to fill a missing word. It is set up for transformers. The card lists the license as apache-2.0.
We are sharing smaller versions of distilbert-base-multilingual-cased that handle a custom number of languages.
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- License
- apache-2.0
- Model type
- distilbert
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Feb 21, 2025
- SHA
- 54417c6c
Datasets
Model card
From the Hugging Face model README
distilbert-base-en-fr-es-de-zh-cased
We are sharing smaller versions of distilbert-base-multilingual-cased that handle a custom number of languages.
Our versions give exactly the same representations produced by the original model which preserves the original accuracy.
For more information please visit our paper: Load What You Need: Smaller Versions of Multilingual BERT.
How to use
from transformers import AutoTokenizer, AutoModel
tokenizer = AutoTokenizer.from_pretrained("Geotrend/distilbert-base-en-fr-es-de-zh-cased")
model = AutoModel.from_pretrained("Geotrend/distilbert-base-en-fr-es-de-zh-cased")
To generate other smaller versions of multilingual transformers please visit our Github repo.
How to cite
@inproceedings{smallermdistilbert,
title={Load What You Need: Smaller Versions of Mutlilingual BERT},
author={Abdaoui, Amine and Pradel, Camille and Sigel, Grégoire},
booktitle={SustaiNLP / EMNLP},
year={2020}
}
Contact
Please contact [email protected] for any question, feedback or request.
- Task
- Fill-Mask
- Library
- transformers
- Type
- distilbert
- License
- apache-2.0
- Languages
- multilingual, en, fr, es, de, zh
- Created
- Mar 2, 2022
- Updated
- Feb 21, 2025