Distilbert Base Es Cased

🚀 distilbert-base-es-cased

We offer smaller variants of distilbert-base-multilingual-cased that support a specific number of languages. These versions generate identical representations to the original model, maintaining its accuracy.

🚀 Quick Start

Our models are designed to provide the same high - quality representations as the original distilbert-base-multilingual-cased, ensuring that accuracy is not compromised.

For more in - depth information, refer to our paper: Load What You Need: Smaller Versions of Multilingual BERT.

💻 Usage Examples

Basic Usage

from transformers import AutoTokenizer, AutoModel

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

To create other smaller versions of multilingual transformers, 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}
}

📄 License

This project is licensed under the Apache 2.0 license.

Contact

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