Surveyed public Qwen3-14B abliterated variants. Most don't publish KL.
Of those that do:
→ Mine: KL 0.0333 · 10/100 refusals
→ richardyoung: KL 0.98 · ~20/100 refusals
huihui-ai and mlabonne: no comparable KL published.
Refusal count without KL is half the picture. If you ship an abliterated model, publish your drift.
Shipped Qwen3-14B Abliterated - tuned for autonomous security agents.
📊 Refusals: 99/100 → 10/100
📊 KL: 0.0333 (near-zero capability loss)
🧠 Thinking mode tool-calling preserved by design
🔁 Reproducible via Heretic
For red-team agent loops.
Free, open weights. Take it.
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