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Camembert-large-fquad model card (#4143)

Description for the model card describing the camembert-large-fquad model.
parent 4c3be2e7
---
language: french
---
# camembert-large-fquad
## Description
A native French Question Answering model [CamemBERT-large](https://camembert-model.fr/) fine-tuned on [FQuAD](https://fquad.illuin.tech/).
## FQuAD Leaderboard and evaluation scores
The results of Camembert-large-fquad can be compared with other state-of-the-art models of the [FQuAD Leaderboard](https://illuin-tech.github.io/FQuAD-explorer/).
On the test set the model scores,
```shell
{"f1": 91.5, "exact_match": 82.0}
```
On the development set the model scores,
```shell
{"f1": 91.0, "exact_match": 81.2}
```
Note : You can also explore the results of the model on [FQuAD-Explorer](https://illuin-tech.github.io/FQuAD-explorer/) !
## Usage
```python
from transformers import pipeline
nlp = pipeline('question-answering', model='illuin/camembert-large-fquad', tokenizer='illuin/camembert-large-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}
}
```
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