#Verify_model.py
from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained(
    "Essay-Grader/roberta-ai-detector-20250401_232702",
    trust_remote_code=True,
    device_map="auto"
)
tokenizer = AutoTokenizer.from_pretrained(
    "Essay-Grader/roberta-ai-detector-20250401_232702"
)

text = "Sample essay text for verification"
inputs = tokenizer(text, return_tensors="pt")
outputs = model(**inputs)
print("Model output:", outputs.logits)