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ProtectAI's deberta-v3 is the most downloaded prompt injection classifier on HuggingFace. We benchmarked directly against it on Qualifire's independent dataset (excluded from our training).* 91.68% vs 72.28% accuracy* 95.84% vs 65.33% precision — they block 1 in 3 legitimate users* 83MB vs 739MB ONNX size* 101ms vs 646ms on CPU
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