Text Classification
Laya
Safetensors
Vietnamese
English
decision-engine
system-one
requin-agent
security
prompt-injection
web-attack
# No code snippets available yet for this library.
# To use this model, check the repository files and the library's documentation.
# Want to help? PRs adding snippets are welcome at:
# https://github.com/huggingface/huggingface.jsRequin-Agent Security Decision Engine (Fine-tuned Laya)
Fast, calibrated System 1 Risk Investigator for zero-latency threat triage:
- Base Model:
convaiinnovations/laya - Trained on 88,000+ security cases (OWASP LLM01, Web Exploits, MITRE ATT&CK).
- Latency: ~32ms per request on Tesla T4.
- Calibrated ECE: < 0.08 with L-BFGS Temperature Scaling.
- Routing Actions:
allow(46.3%),block(24.3%),invoke_llm(20.5%),escalate_human(8.9%).
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