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ru-toxicity-classifier
molyalya/ru-toxicity-classifier
ru-toxicity-classifier is a machine learning model from molyalya. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Модель для бинарной классификации русскоязычных текстов.
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3.2 GB on disk
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.ckpt1.6 GB · 50%
At a glance
- Model type
- roberta
- Access
- Public
- Created
- Jul 17, 2026
- Updated
- Jul 17, 2026
- SHA
- 1895c670
Model card
From the Hugging Face model README
Russian Toxicity Classifier
Модель для бинарной классификации русскоязычных текстов.
Задача
Определение токсичности текста.
Классы
- 0 — нетоксичный текст
- 1 — токсичный текст
Базовая модель
ai-forever/ru-en-RoSBERTa
Метрики
Accuracy: 0.9995 Precision: 0.9989 Recall: 1.0000 F1: 0.9995 MCC: 0.9989 ROC_AUC: 1.0000
Пример использования
from transformers import pipeline
classifier = pipeline(
"text-classification",
model="molyalya/ru-toxicity-classifier"
)
result = classifier("Вы что, совсем тупой?")
print(result)
- Type
- roberta
- Created
- Jul 17, 2026
- Updated
- Jul 17, 2026