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usbank-transaction-classifier – AI Model by Gabvsss | AlphaNeural AI

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Gabvsss/
usbank-transaction-classifier

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text-classification

almanach/camembert-base

endpoints_compatible

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usbank-transaction-classifier

Modèle de classification de transactions bancaires en français, fine-tuné sur CamemBERT.

Description

Ce modèle classifie automatiquement les descriptions de transactions bancaires en 5 catégories :

INTEREST
DEPOSIT
WITHDRAWAL
TRANSFER
LOAN_PAYMENT

Utilisation

python

from transformers import pipeline

classifier = pipeline("text-classification", 
                      model="TON_USERNAME/usbank-transaction-classifier")

result = classifier("Intérêts pour le plan d'épargne Fast")
print(result)

Performance

Loss finale : 0.0209
Entraîné sur des transactions bancaires réelles en français