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Security-focused local LLM. huihui-4 8B (Gemma-4 abliterated, native thinking) with a hardened system prompt for CTF, bug bounty, pentest methodology, and vulnerability research. Concise, direct, no disclaimers, no refusals. Apache 2.0.