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Update README.md

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JB Polle 2021-03-12 14:57:03 +00:00 committed by huggingface-web
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## Introduction
[camembert-ner] is a NER model that was fine-tuned from camemBERT on wikiner-fr dataset
[camembert-ner] is a NER model that was fine-tuned from camemBERT on wikiner-fr dataset.
Model was trained on subset of wikiner-fr dataset (~36 000 sentences)
## How to use camembert-ner with HuggingFace
@ -74,7 +75,26 @@ nlp("Apple est créée le 1er avril 1976 dans le garage de la maison d'enfance d
```
## Authors
## Model performances
Global
```
'precision': 0.8852223816355811
'recall': 0.8977156991124691
'f1': 0.8914252690890703
```
By entity
```
'PER': {'precision': 0.9367143476376246,
'recall': 0.9583148558758315,
'f1': 0.9473914949583516,
'number': 2255},
'MISC': {'precision': 0.831053901850362,
'recall': 0.815955766192733,
'f1': 0.823435631725787},
'LOC': {'precision': 0.8701754385964913,
'recall': 0.8878281622911695,
'f1': 0.8789131718842291}
```