Transformers How to use opus-research/opus-moderation-4-fast with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("text-classification", model="opus-research/opus-moderation-4-fast") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("opus-research/opus-moderation-4-fast")
model = AutoModelForSequenceClassification.from_pretrained("opus-research/opus-moderation-4-fast", device_map="auto") 
