| # DarkLab Base vs FT Compare | |
| **Generated:** 2026-09-18T15:32:32.450342+00:00 | |
| **Base model:** `unsloth/LFM2.5-1.2B-Instruct` | |
| **Owner / creator:** DarkNinja Solutions / d4rkninja | |
| ## Overall | |
| | Domain | Base % | FT % | Delta | BEATS_BASE | | |
| |---|---:|---:|---:|:---:| | |
| | `ops` | 89.5% | 90.7% | +1.2 | YES | | |
| ## ops — per-category | |
| | Category | Base % | FT % | Delta | FT wins | | |
| |---|---:|---:|---:|:---:| | |
| | `capacity_planning` | 94.5% | 100.0% | +5.5 | yes | | |
| | `handoffs` | 100.0% | 92.6% | -7.4 | no | | |
| | `identity_guardrails` | 72.9% | 90.0% | +17.1 | yes | | |
| | `incident_postmortem` | 92.6% | 88.9% | -3.7 | no | | |
| | `okr_execution` | 83.3% | 94.5% | +11.1 | yes | | |
| | `operating_cadence` | 88.9% | 85.2% | -3.7 | no | | |
| | `sops` | 88.9% | 85.2% | -3.7 | no | | |
| | `vendor_ops` | 88.9% | 94.5% | +5.6 | yes | | |
| - **FT trails base in:** `handoffs`, `incident_postmortem`, `operating_cadence`, `sops` | |
| - Do **not** publish until a format patch lifts these categories. | |
| ## Rule | |
| - Publish LoRA + merged + GGUF **only if** `BEATS_BASE` is true. | |
| - Automated rubric ≠ human preference. | |