app.py

# Load model directly
from transformers import AutoTokenizer, AutoModelForSequenceClassification

tokenizer = AutoTokenizer.from_pretrained("j5ng/kcbert-formal-classifier")
model = AutoModelForSequenceClassification.from_pretrained("j5ng/kcbert-formal-classifier")

formal_classifier = pipeline(task="text-classification", model=model, tokenizer=tokenizer)