readme: ---
  language: fr
  tags:
  - question-answering
  - camembert
  license: gpl-3.0
  datasets:
  - fquad
  ---
  
  # 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}
  }
  ```
  