JUSTIFIED SYSTEMS :: J1B ENGINE
Derived from Llama-3.2-1B-Instruct. Delivers 7B–8B Structural Class reasoning strictly under < 0.5 GB VRAM.
EXECUTION ACTIONS
VERIFIABLE SYSTEM METROLOGY
[METROLOGY_TELEMETRY] DirectML Substrate Pipeline Active | VRAM Peak: < 0.5 GB VRAM | Egress Sockets: 0