Bert Base Ur Cased

🚀 bert-base-ur-cased

We're sharing smaller versions of bert-base-multilingual-cased that support a specific set of languages. Unlike distilbert-base-multilingual-cased, our versions generate identical representations to the original model, maintaining its accuracy.

🚀 Quick Start

✨ Features

• Share smaller versions of bert-base-multilingual-cased for custom language sets.
• Produce the same representations as the original model, preserving accuracy.

📦 Installation

No specific installation steps provided in the original document.

💻 Usage Examples

Basic Usage

from transformers import AutoTokenizer, AutoModel

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

📚 Documentation

For more information, please visit our paper: Load What You Need: Smaller Versions of Multilingual BERT. To generate other smaller versions of multilingual transformers, please visit our Github repo.

📄 License

This project is licensed under the Apache-2.0 license.

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}
}

Contact

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

Information Table