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{
 "kind": "adapter",
 "combined": true,
 "stage1": "/workspace/mats_project/data/store/qwen3-14b/adapters/sdf_native_contextual_optimism_conformant",
 "stage2": "/workspace/mats_project/data/store/qwen3-14b/adapters/adv_kto_native_ours_contextual_optimism_conformant",
 "why": "stage-1 + stage-2 as ONE adapter. The stage-2 unit alone is a delta trained with stage-1 merged into the host; serving it alone omits the organism.",
 "r": 128,
 "lora_alpha": 256
}