knowentra-guard
Turkish enterprise guardrail classifier — flags jailbreak, cross-tenant data access
and content risk across 9 categories. Fine-tuned Qwen3-1.7B (Q8_0). F1 87% (TR).
Needs full category definitions + few-shot in the prompt -- >see readme.