dbmdz / bert-base-german-europeana-cased

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Model's Last Updated: October 28 2024

Introduction of bert-base-german-europeana-cased

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

🤗 + 📚 dbmdz BERT models

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

German Europeana BERT

We use the open source Europeana newspapers that were provided by The European Library . The final training corpus has a size of 51GB and consists of 8,035,986,369 tokens.

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

Model weights

Currently only PyTorch- Transformers compatible weights are available. If you need access to TensorFlow checkpoints, please raise an issue!

Model Downloads
dbmdz/bert-base-german-europeana-cased config.json pytorch_model.bin vocab.txt
Results

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

Usage

With Transformers >= 2.3 our German Europeana BERT models can be loaded like:

from transformers import AutoModel, AutoTokenizer

tokenizer = AutoTokenizer.from_pretrained("dbmdz/bert-base-german-europeana-cased")
model = AutoModel.from_pretrained("dbmdz/bert-base-german-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 models 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 both cased and uncased models from their S3 storage 🤗

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

550
Total runs
-1
24-hour runs
-12
3-day runs
-35
7-day runs
-219
30-day runs

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