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+ # llm-for-sec adapters
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+ LoRA adapters for the security-aware LLM mission (decoder-only lineage).
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+ - `qwen3-8b-sec-m5a-dpo-r7` (rank16, Base control arm) — W 0/4: ASR 80.36 / jb 75.00 / contract 0/168
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+ - `qwen3-8b-sec-m5a-dpo-r8` (rank16, aligned bare) — X 0/4: ASR 78.57 / ORR 10.00 / jb 77.50 / contract 0/168
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+ - `qwen3-8b-sec-m5a-dpo-r9` (rank64, three-lever: capacity+dose+adversarial-form pairs+amb half-dose, 600 steps)
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+ Base model for r7: Qwen/Qwen3-8B-Base. Base for r8/r9: Qwen/Qwen3-8B (aligned).
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+ Training configs in `configs/` of the source repo. Gate instruments frozen (sha-verified).