README.md

metadata

language:
  - en
license: apache-2.0
tags:
  - text-classification
  - ai-detection
  - roberta
  - lora
pipeline_tag: text-classification

Finetuned RADAR — AI Text Detector

Fine-tuned version of TrustSafeAI/RADAR-Vicuna-7B (RoBERTa classifier) via LoRA for binary AI-generated text detection.

Usage

from transformers import AutoTokenizer, AutoModelForSequenceClassification
import torch

model_id = "elisabeth-pl-pl/Finetuned-RADAR-binary-classification"
tokenizer = AutoTokenizer.from_pretrained(model_id)
model = AutoModelForSequenceClassification.from_pretrained(model_id)

text = "Your text here"
inputs = tokenizer(text, return_tensors="pt", truncation=True, max_length=512)
with torch.no_grad():
    logits = model(**inputs).logits
pred = logits.argmax(-1).item()
print("machine" if pred == 0 else "human")

Labels

• 0 — machine-generated
• 1 — human-written