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1from setfit import SetFitModel
2
3model = SetFitModel.from_pretrained("afk-live/afk-setfit-camembert-large-v1")
4model.predict(["Macron annonce une réforme majeure des retraites"])
5# => ["Politique France"]| Attribute | Value |
|---|---|
| Base Model | dangvantuan/sentence-camembert-large |
| Accuracy | 80.09% |
| Mean F1 | 0.7954 |
| Training Time | 1576s |
| Dataset | afk-live/afk-news-fr-classification-202601 |
| ID | Label | Description | Live |
|---|---|---|---|
| 1 | Politique FR, EU, Québec | Domestic francophone politics: France, Belgium, Switzerland, Quebec, EU institutions | Yes |
| 2 | Géopolitique mondiale | International relations, conflicts, diplomacy outside francophone sphere | Yes |
| 3 | Economie & Marchés & Business Tech | Pure finance, macroeconomics, non-tech corporations, banking, markets | Yes |
| 4 | Société | Yes | |
| 5 | Science & Environnement | Research discoveries, climate, biodiversity, health research (non-clickbait) | Yes |
| 6 | Culture | Cultural works and events: cinema, music, books, theater, visual arts, video games | Yes |
| 7 | Sport | All sports news (competitions, transfers, results) | Yes |
| 8 | Faits divers & Actualité locale | Accidents, local news without national relevance | No |
| 10 | Gadgets, pub, articles sponsorisés | Mode, cooking, travel, wellness, fashion, product reviews, deals | No |
| 11 | Météo | Weather forecasts, daily weather reports | No |
| 12 | Rediffusion, replay, programme TV | TV schedules, replay announcements, program grids | No |
| 13 | Code & Infrastructure | Developer-focused technical content: programming, ML engineering, DevOps, software architecture | Yes |