knowentra/ knowentra-guard:latest

54 1 month ago

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.

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template
592be8742ef4 · 125B
<|im_start|>system
{{ .System }}<|im_end|>
<|im_start|>user
{{ .Prompt }}<|im_end|>
<|im_start|>assistant
<think>
</think>