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1from transformers import AutoTokenizer, AutoModelForSequenceClassification
2import torch
3
4model_id = "elisabeth-pl-pl/Finetuned-RADAR-binary-classification"
5tokenizer = AutoTokenizer.from_pretrained(model_id)
6model = AutoModelForSequenceClassification.from_pretrained(model_id)
7
8text = "Your text here"
9inputs = tokenizer(text, return_tensors="pt", truncation=True, max_length=512)
10with torch.no_grad():
11 logits = model(**inputs).logits
12pred = logits.argmax(-1).item()
13print("machine" if pred == 0 else "human")0 — machine-generated1 — human-written