← BACK TO JUSTIFIED ENGINE
J1B TRANSDUCER (1.5B) J3B EDGE KERNEL (3.0B) J8B REFACTOR PRO (7.6B) J14B SUBLIMATED (14.8B) J32B ENTERPRISE [PHASE 2]
// COMPANION VAULT SPECIFICATION :: J14B TIER

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]:

# Development & Local Prototyping Mode (--dev-mode) justified_engine.exe --model "weights/justified/j14b_sublimated.jef_bin" --pipe --dev-mode # Production Process Invocation (Offline Ed25519 Envelope Verification) justified_engine.exe --model "weights/justified/j14b_sublimated.jef_bin" --pipe --license-file "license.key"

// 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.

// HARDWARE CLAMP & LAYER BLOCK SUBLIMATION [PROBE 04 & 05]

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).

1. STOCK BASELINE (QWEN 2.5 14B)
Standard open-weights Qwen 2.5 14B model running via third-party harness (Ollama / llama.cpp). Zero engine scaffolding.
assets/reportcard_stock_14b.txt • PENDING SYNC
Awaiting testbed receipt...
2. SUBSTRATE LIFT (ENGINE ONLY)
Standard open-weights Qwen 2.5 14B model loaded inside justified_engine.exe. Isolates pure binary performance gains and sublimation limits.
assets/reportcard_engine_14b.txt • PENDING SYNC
Awaiting testbed receipt...
3. PEAK CALIBRATION (ENGINE + VAULT)
Proprietary j14b_sublimated.jef_bin vault loaded inside justified_engine.exe. Full calibration within ≤ 4.0 GB VRAM.
assets/reportcard_j14b_calibrated.txt • PENDING SYNC
Awaiting testbed receipt...

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: