camembert-base-fquad

Model card for illuin release of camembert-base-fquad

model_cards/illuin/camembert-base-fquad/README.md

@@ -0,0 +1,50 @@
+---
+language: french
+---
+
+# 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}
+}
+```