Update model card: 1,525 SFT pairs, Qwopus judge, 117 new reports from OFR

README.md

@@ -51,12 +51,13 @@ OhioCustodyBERT is one of **4 models** in a multi-agent legal council architectu
 | Ohio Supreme Court | 199 | Shearer, Felton, In re Murray, In re Bonfield |
 | US Supreme Court | 121 | Santosky v. Kramer, Stanley v. Illinois, Troxel v. Granville |
 
-### SFT Training Data (audited March 10, 2026)
+### SFT Training Data (audited March 11, 2026)
 | Dataset | Records | Status |
 |---|---|---|
-| v19 curated pairs | 916 train / 76 valid | ✅ Audited |
-| Opinion-generated pairs | ~1,400 (3 per opinion) | 🔄 Generating |
-| Phase 2 strategy pairs | 45 | ✅ Ready |
+| v19 curated pairs | 916 train / 76 valid | ✅ Audited (77% clean) |
+| Opinion-generated pairs (glm-5:cloud) | 480 (469/469 opinions) | ✅ Complete (96.6% clean) |
+| Phase 2 strategy pairs | 177 | ✅ Ready |
+| **Packaged total** | **1,525 train / 124 valid** | **1,629 unique pairs** |
 
 ### Reference Materials
 - **941 records (4.0 MB)**: Black's Law Dictionary (591), OH Task Force on Family Law, Custody Evaluator Toolkit, GAL Task Force, Parenting Time Guide