J14B Triple-Validation Metrology (14.8B Parameters)
The Scientific Control Standard: To isolate and measure the exact thermodynamic efficiency gained by our architecture, we evaluate this tier across a 3-way A/B/C control matrix. This isolates the delta delivered by the Engine runtime substrate (forward-pass layer block sublimation, sliding-window scheduling) versus the delta achieved by our calibrated companion weights (heavyweight architectural audits, symbolic logic verification, air-gapped data transformations).
Invocation Standard [JUS-ENG-01.01.000]:
// EVALUATION TESTBED: AMD Ryzen 7 250 w/ Radeon 780M, NVIDIA GeForce RTX 5050 Laptop GPU (Driver 595.95, sm_120a), 15.31 GB DDR5 RAM, Windows 11 Build 26100.
Sub-4GB Physical Ceiling: Standard 14B parameter deployments require ≥ 10 GB VRAM to load without crashing third-party runtimes. Through forward-pass layer block sublimation (partitioning into 8 blocks of 6 transformer layers), justified_engine.exe dynamically pages parameter blocks over asynchronous PCIe DMA streams, locking peak device residence to ≤ 4.0 GB physical VRAM with 1,452 MB preserved OS desktop headroom and zero display driver timeouts (TDR).
assets/reportcard_stock_14b.txt
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justified_engine.exe. Isolates pure binary performance gains and sublimation limits.assets/reportcard_engine_14b.txt
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Empirical Local Verification
Download the complete 11-script master audit harness or the unauthenticated J14B evaluation vault to test this matrix on your physical workstation: