JUSTIFIED SYSTEMS :: J14B ENGINE
Derived from Qwen2.5-14B Base. Delivers 70B-Grade Architectural Class reasoning strictly under <= 4.0 GB VRAM.
EXECUTION ACTIONS
VERIFIABLE SYSTEM METROLOGY
[METROLOGY_TELEMETRY] DirectML Substrate Pipeline Active | VRAM Peak: <= 4.0 GB VRAM | Egress Sockets: 0