Distilbert Base En Fr Da Ja Vi Cased

🚀 distilbert-base-en-fr-da-ja-vi-cased

We're sharing smaller versions of distilbert-base-multilingual-cased for custom language sets, offering the same representations and accuracy as the original model.

🚀 Quick Start

We are sharing smaller versions of distilbert-base-multilingual-cased that can handle a specific number of languages. These versions generate exactly the same representations as the original model, thus maintaining the original accuracy.

For more details, please refer to our paper: Load What You Need: Smaller Versions of Multilingual BERT.

✨ Features

• Provide smaller versions of the multilingual model, which can handle a custom number of languages.
• Generate the same representations as the original model, maintaining the original accuracy.

📦 Installation

No specific installation steps are provided in the original document.

💻 Usage Examples

Basic Usage

from transformers import AutoTokenizer, AutoModel

tokenizer = AutoTokenizer.from_pretrained("Geotrend/distilbert-base-en-fr-da-ja-vi-cased")
model = AutoModel.from_pretrained("Geotrend/distilbert-base-en-fr-da-ja-vi-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}
}

📚 Documentation

For more information, please visit our paper: Load What You Need: Smaller Versions of Multilingual BERT.

📄 License

This project is licensed under the Apache-2.0 license.

Contact

Please contact amine@geotrend.fr for any questions, feedback, or requests.