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afk-setfit-camembert-main-classifier-v1 – AI Model by afk-live | AlphaNeural AI

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afk-live/
afk-setfit-camembert-main-classifier-v1

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text-classification

news-classification

almanach/camembert-base

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afk-setfit-camembert-main-classifier-v1

This is a SetFit model fine-tuned for French news classification as part of the AFK.live project.

Model Details

Base Model: CamemBERT (camembert-base)
Task: Multi-class text classification for news articles
Language: French
Framework: SetFit

Training Details

Training Date: 2025-12-19

Categories

The model classifies news articles into the following categories:

Politique nationale française ou belge
Politique internationale
Économie, Fiscalité et Mouvements sociaux
Technologie
Société, Média, Education, Histoire, Justice -
Science et Santé
Culture, Cuisine, Voyages
Sport
Environnement
Faits divers, nécrologie
Outlier
Actualité locale
Pub

Usage

python

from setfit import SetFitModel

# Load the model
model = SetFitModel.from_pretrained("afk-live/afk-setfit-camembert-main-classifier-v1")

# Make predictions
predictions = model.predict([
    "Le président a annoncé de nouvelles mesures économiques",
    "L'équipe de France remporte la victoire"
])

Limitations

Trained specifically on French news articles (France, Walloon Belgium)
Performance may vary on informal or social media text
Categories are based on traditional news taxonomy

Citation

If you use this model, please cite the AFK.live project.