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One encoder, seven heads: what we learned training a unified security classifier with masked losses [P]

Reddit r/MachineLearning · 2026-07-22

They released a unified multi-head security classifier (mmBERT-small encoder with seven heads) using masked losses for absent task labels, achieving high F1 scores across seven tasks, and also released quantized ONNX INT8 variants. Weights and metrics are public.

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