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ai-text-detector-deberta

This model is a fine-tuned version of microsoft/deberta-v3-base designed to detect AI-generated text. This highlights the necessity of domain-specific training for AI detection. Detectors trained on legacy models (2021 era) cannot reliably detect modern SOTA models (2024 era) due to the closing gap in perplexity and burstiness. classifier = pipeline("text-classification", model="vraj33/ai-text-detector-deberta") text = "The quick brown fox..." result = classifier(text) print(result)

This model is a fine-tuned version of microsoft/deberta-v3-base designed to detect AI-generated text. This highlights the necessity of domain-specific training for AI detection. Detectors trained on legacy models (2021 era) cannot reliably detect modern SOTA models (2024 era) due to the closing gap in perplexity and burstiness. classifier = pipeline("text-classification", model="vraj33/ai-text-detector-deberta") text = "The quick brown fox..." result = classifier(text) print(result)

Sources

huggingface.co ↗