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Serigy-Jev

Classificador local de fake news em PT-BR. Carrega pesos do Hub e faz predict.

pip install serigy-jev
from serigy_jev import SerigyJev

model = SerigyJev("wendellperbar/serigy-jev")
out = model.predict(
    "Senado aprova lei que PROÍBE jogo de videogame para menores de 18 anos."
)
print(out["predicao"], out["score_final"], out["confianca_calibrada"])
serigy-jev --texto "texto da notícia..."

Se o sensor for gated, configure HF_TOKEN.

Saída

Campo Significado
predicao Claramente Falso / Incerto/Misto / Claramente Verdadeiro
classe_ordinal 0, 1 ou 2
score_final veracidade 0.0…1.0
confianca_calibrada perto de 1 = mais concentrado
probabilidades massa em cada classe

Pesos: huggingface.co/wendellperbar/serigy-jev

MIT — Copyright © 2026 Wendell Barreto.

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