
# camembert-base-fquad

## Description

A native French Question Answering model [CamemBERT-base](https://camembert-model.fr/) fine-tuned on [FQuAD](https://fquad.illuin.tech/).

## Evaluation results

On the development set.

```shell
{"f1": 88.1, "exact_match": 78.1}
```

On the test set.

```shell
{"f1": 88.3, "exact_match": 78.0}
```

## Usage

```python
from transformers import pipeline

nlp = pipeline('question-answering', model='illuin/camembert-base-fquad', tokenizer='illuin/camembert-base-fquad')

nlp({
    'question': "Qui est Claude Monet?",
    'context': "Claude Monet, né le 14 novembre 1840 à Paris et mort le 5 décembre 1926 à Giverny, est un peintre français et l’un des fondateurs de l'impressionnisme."
})
```

## Citation

If you use our work, please cite:

```bibtex
@article{dHoffschmidt2020FQuADFQ,
  title={FQuAD: French Question Answering Dataset},
  author={Martin d'Hoffschmidt and Maxime Vidal and Wacim Belblidia and Tom Brendl'e and Quentin Heinrich},
  journal={ArXiv},
  year={2020},
  volume={abs/2002.06071}
}
```

{"language": "fr", "license": "gpl-3.0", "tags": ["question-answering", "camembert"], "datasets": ["fquad"]}
transformers pytorch camembert question-answering fr dataset:fquad license:gpl-3.0 endpoints_compatible region:us
TAGS
#transformers #pytorch #camembert #question-answering #fr #dataset-fquad #license-gpl-3.0 #endpoints_compatible #region-us 


# camembert-base-fquad

## Description

A native French Question Answering model CamemBERT-base fine-tuned on FQuAD.

## Evaluation results

On the development set.



On the test set.



## Usage



If you use our work, please cite:



# camembert-base-fquad ## Description

A native French Question Answering model CamemBERT-base fine-tuned on FQuAD. ## Evaluation results

On the development set.



On the test set. ## Usage



If you use our work, please cite:
TAGS
#transformers #pytorch #camembert #question-answering #fr #dataset-fquad #license-gpl-3.0 #endpoints_compatible #region-us 
 # camembert-base-fquad ## Description

A native French Question Answering model CamemBERT-base fine-tuned on FQuAD. ## Evaluation results

On the development set.



On the test set. ## Usage



If you use our work, please cite:
passage: TAGS
#transformers #pytorch #camembert #question-answering #fr #dataset-fquad #license-gpl-3.0 #endpoints_compatible #region-us 
# camembert-base-fquad## Description

A native French Question Answering model CamemBERT-base fine-tuned on FQuAD.## Evaluation results

On the development set.



On the test set.## Usage



If you use our work, please cite: