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Tang Yu

yutang718

Models in Library1
Datasets in Library0
Models on Hugging Face1
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This profile connects the 1 model and dataset record shown below to their upstream cards and sources. The library counts describe SAVRN's coverage, rather than this publisher's entire output.

Published tasks: Text classification.

Reported licenses: apache-2.0. Open a record to review its specific license and conditions.

Compare model specifications, source dates, and hardware estimates on the individual records. Publisher identity verification is separate from a model's quality, deployment readiness, or suitability for your work.

Models

Model · Text classification

evyd-defender

Tang Yu

Multilingual (English / Chinese / Malay) 3-class guard for LLM inputs, fine-tuned from (mmBERT-base, ModernBERT architecture) for a healthcare assistant deployed in Southeast Asia. Injection and harmful request are judged separately, each against its own threshold: - isinjection = P(INJECTION) >= injectionthreshold - isharmfulrequest = P(HARMFULREQUEST) >= harmfulthreshold Recommended threshold 0.9 for both. (Before v4.1 the card used a single threat score 1 − P(BENIGN), which reported harmful requests as injection; that rule is retired.) Generic injection detectors treat any instruction aimed at the assistant as an attack. In an app where users legitimately say "I took Warfarin 5 mg, log…

Open weights apache-2.0 308M parameters 8,192 tokens transformers