dbmdz / bert-base-french-europeana-cased

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Total runs: 44.9K
24-hour runs: -628
7-day runs: -2.8K
30-day runs: 10.2K
Model's Last Updated: September 14 2021

Introduction of bert-base-french-europeana-cased

Model Details of bert-base-french-europeana-cased

🤗 + 📚 dbmdz BERT model

In this repository the MDZ Digital Library team (dbmdz) at the Bavarian State Library open sources French Europeana BERT models 🎉

French Europeana BERT

We extracted all French texts using the language metadata attribute from the Europeana corpus.

The resulting corpus has a size of 63GB and consists of 11,052,528,456 tokens.

Based on the metadata information, texts from the 18th - 20th century are mainly included in the training corpus.

Detailed information about the data and pretraining steps can be found in this repository .

Model weights

BERT model weights for PyTorch and TensorFlow are available.

  • French Europeana BERT: dbmdz/bert-base-french-europeana-cased - model hub page
Results

For results on Historic NER, please refer to this repository .

Usage

With Transformers >= 2.3 our French Europeana BERT model can be loaded like:

from transformers import AutoModel, AutoTokenizer
tokenizer = AutoTokenizer.from_pretrained("dbmdz/bert-base-french-europeana-cased")
model = AutoModel.from_pretrained("dbmdz/bert-base-french-europeana-cased")

Huggingface model hub

All models are available on the Huggingface model hub .

Contact (Bugs, Feedback, Contribution and more)

For questions about our BERT model just open an issue here 🤗

Acknowledgments

Research supported with Cloud TPUs from Google's TensorFlow Research Cloud (TFRC). Thanks for providing access to the TFRC ❤️

Thanks to the generous support from the Hugging Face team, it is possible to download our model from their S3 storage 🤗

Runs of dbmdz bert-base-french-europeana-cased on huggingface.co

44.9K
Total runs
-628
24-hour runs
-1.8K
3-day runs
-2.8K
7-day runs
10.2K
30-day runs

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