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clairedhx/
camembert_dp_ft_top40_bdx

Name: camembert_dp_ft_top40_bdx
Availability: InStock

document-classification

text-classification

apache-2.0

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DP classifier (CIM-10, fr)

Modèle de classification du Diagnostic Principal (40 codes CIM-10) fine-tuné sur des comptes rendus fictifs.

Utilisation (Transformers)

python

from transformers import AutoTokenizer, AutoModelForSequenceClassification

repo = "clairedhx/camembert_dp_ft_top40_bdx"
tok = AutoTokenizer.from_pretrained(repo, use_fast=True)
model = AutoModelForSequenceClassification.from_pretrained(repo)

x = tok("Douleur thoracique avec sus-décalage ST...", return_tensors="pt")
pred_id = int(model(**x).logits.argmax(-1))
print(model.config.id2label[pred_id])