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README.md
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short_description: Bonus du TP1 fine tuning pour un classifieur de ticket TI
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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short_description: Bonus du TP1 fine tuning pour un classifieur de ticket TI
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---
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# BARThez Fine-Tuned for IT Support Ticket Classification
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## Description
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This model is a fine-tuned version of BARThez for multi-class classification of IT support tickets.
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## Base Model
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BARThez (French BART model)
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## Task
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Text classification
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## Labels (Priorité)
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- Élevée
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- Moyenne
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- Basse
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## Labels (Type de problème)
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- Logiciel
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- Matériel
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- Réseau
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- Compte/Mot de passe
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- Autre
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## Dataset
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Internal IT support tickets dataset (French)
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## Metrics
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- Accuracy: 0.89
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- F1-score: 0.87
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## Example
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```python
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from transformers import pipeline
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classifier = pipeline(
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"text-classification",
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model="patrickott1/model-ticket-ti"
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)
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classifier("Mon VPN ne fonctionne plus")
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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