Bert Base Es Cased

🚀 bert-base-es-cased

This project shares smaller versions of bert-base-multilingual-cased that support a specific set of languages. Unlike distilbert-base-multilingual-cased, these versions generate the same representations as the original model, maintaining its accuracy. For more details, refer to our paper: Load What You Need: Smaller Versions of Multilingual BERT.

🚀 Quick Start

💻 Usage Examples

Basic Usage

from transformers import AutoTokenizer, AutoModel

tokenizer = AutoTokenizer.from_pretrained("Geotrend/bert-base-es-cased")
model = AutoModel.from_pretrained("Geotrend/bert-base-es-cased")

To generate other smaller versions of multilingual transformers, visit our Github repo.

How to cite

@inproceedings{smallermbert,
  title={Load What You Need: Smaller Versions of Mutlilingual BERT},
  author={Abdaoui, Amine and Pradel, Camille and Sigel, Grégoire},
  booktitle={SustaiNLP / EMNLP},
  year={2020}
}

📄 License

This project is licensed under the Apache-2.0 license.

Contact

For any questions, feedback, or requests, please contact amine@geotrend.fr.