# 🤗 + 📚 dbmdz ELECTRA models

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

# French Europeana ELECTRA

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](https://github.com/stefan-it/europeana-bert).

## Model weights

ELECTRA model weights for PyTorch and TensorFlow are available.

* French Europeana ELECTRA (discriminator): `dbmdz/electra-base-french-europeana-cased-discriminator` - [model hub page](https://huggingface.co/dbmdz/electra-base-french-europeana-cased-discriminator/tree/main)
* French Europeana ELECTRA (generator): `dbmdz/electra-base-french-europeana-cased-generator` - [model hub page](https://huggingface.co/dbmdz/electra-base-french-europeana-cased-generator/tree/main)

## Results

For results on Historic NER, please refer to [this repository](https://github.com/stefan-it/europeana-bert).

## Usage

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

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

# Huggingface model hub

All models are available on the [Huggingface model hub](https://huggingface.co/dbmdz).

# Contact (Bugs, Feedback, Contribution and more)

For questions about our ELECTRA models just open an issue
[here](https://github.com/dbmdz/berts/issues/new) 🤗

# 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](https://huggingface.co/) team,
it is possible to download our models from their S3 storage 🤗

{"language": "fr", "license": "mit", "tags": ["historic french"]}
transformers pytorch tf safetensors electra fill-mask historic french fr license:mit autotrain_compatible endpoints_compatible region:us
TAGS
#transformers #pytorch #tf #safetensors #electra #fill-mask #historic french #fr #license-mit #autotrain_compatible #endpoints_compatible #region-us 

#  +  dbmdz ELECTRA models

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

# French Europeana ELECTRA

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

ELECTRA model weights for PyTorch and TensorFlow are available.

* French Europeana ELECTRA (discriminator): 'dbmdz/electra-base-french-europeana-cased-discriminator' - model hub page
* French Europeana ELECTRA (generator): 'dbmdz/electra-base-french-europeana-cased-generator' - model hub page

## Results

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

## Usage

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



# Huggingface model hub

All models are available on the Huggingface model hub.

# Contact (Bugs, Feedback, Contribution and more)

For questions about our ELECTRA 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 our models from their S3 storage 

#  +  dbmdz ELECTRA models

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

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

ELECTRA model weights for PyTorch and TensorFlow are available.

* French Europeana ELECTRA (discriminator): 'dbmdz/electra-base-french-europeana-cased-discriminator' - model hub page
* French Europeana ELECTRA (generator): 'dbmdz/electra-base-french-europeana-cased-generator' - model hub page ## Results

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

With Transformers >= 2.3 our French Europeana ELECTRA model can be loaded like: # Huggingface model hub

All models are available on the Huggingface model hub. # Contact (Bugs, Feedback, Contribution and more)

For questions about our ELECTRA 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 our models from their S3 storage
TAGS
#transformers #pytorch #tf #safetensors #electra #fill-mask #historic french #fr #license-mit #autotrain_compatible #endpoints_compatible #region-us 
 #  +  dbmdz ELECTRA models

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

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

ELECTRA model weights for PyTorch and TensorFlow are available.

* French Europeana ELECTRA (discriminator): 'dbmdz/electra-base-french-europeana-cased-discriminator' - model hub page
* French Europeana ELECTRA (generator): 'dbmdz/electra-base-french-europeana-cased-generator' - model hub page ## Results

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

With Transformers >= 2.3 our French Europeana ELECTRA model can be loaded like: # Huggingface model hub

All models are available on the Huggingface model hub. # Contact (Bugs, Feedback, Contribution and more)

For questions about our ELECTRA 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 our models from their S3 storage
passage: TAGS
#transformers #pytorch #tf #safetensors #electra #fill-mask #historic french #fr #license-mit #autotrain_compatible #endpoints_compatible #region-us 
#  +  dbmdz ELECTRA models

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

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

ELECTRA model weights for PyTorch and TensorFlow are available.

* French Europeana ELECTRA (discriminator): 'dbmdz/electra-base-french-europeana-cased-discriminator' - model hub page
* French Europeana ELECTRA (generator): 'dbmdz/electra-base-french-europeana-cased-generator' - model hub page## Results

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

With Transformers >= 2.3 our French Europeana ELECTRA model can be loaded like:# Huggingface model hub

All models are available on the Huggingface model hub.# Contact (Bugs, Feedback, Contribution and more)

For questions about our ELECTRA 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 our models from their S3 storage