{ "name": "Security SFT \u2014 THINKING-optimized (reasoning-dominant, recitation dropped)", "seed": 240517, "records": 9417, "splits": { "train": 8475, "valid": 470, "test": 472 }, "think_share": 0.493, "negative_share": 0.075, "grounding_mix": { "grounded": 4001, "authored_curated": 2500, "real_report": 2000, "authored": 643, "grounded_lab": 273 }, "license_mix": { "review-upstream": 4773, "GPL-2.0-or-later": 4001, "synthetic-authored": 643 }, "notes": "recitation (qwen_cve/NVD) dropped; all records kept; curated non-think capped. RAG for CVE/CVSS facts; real tools only; human-verify PoCs." }