How to use Mnwa/modernbert-toxic-russian with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="Mnwa/modernbert-toxic-russian")
# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("Mnwa/modernbert-toxic-russian") model = AutoModelForSequenceClassification.from_pretrained("Mnwa/modernbert-toxic-russian")
Model for classify russian toxic texts
Usage example:
from transformers import pipeline classifier = pipeline("sentiment-analysis", model="Mnwa/modernbert-toxic-russian") classifier("привет, мир!") # [{'label': 'positive', 'score': 0.9952569603919983}]
Files info
Base model
