J8B Refactor Pro (7.6B) :: Triple-Validation Metrology

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 :: J8B TIER

J8B Triple-Validation Metrology (7.6B 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 (syntax clamping, memory sliding windows) versus the delta achieved by our calibrated companion weights (deep codebase refactoring, 21+ turn state retention, 0.0 MAE accounting parity, and deterministic tool agency).

Invocation Standard [JUS-ENG-01.01.000]:

# Development & Local Prototyping Mode (--dev-mode) justified_engine.exe --model "weights/justified/j8b_refactor_pro.jef_bin" --pipe --dev-mode # Production Process Invocation (Offline Ed25519 Envelope Verification) justified_engine.exe --model "weights/justified/j8b_refactor_pro.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.

// COGNITIVE CONVERGENCE & ARITHMETIC RECONCILIATION [PROBES 09 & 10]

Flagship Refactoring Substrate: J8B serves as the reference Tier 2+ Cognitive Engine. It incorporates full numeric reasoning, 21-turn context memory retention (Probe 09), 100% bit-exact determinism across 30 sequential passes, and zero stochastic drift. Financial tables, token ledger accounting, and multi-step math tasks achieve 0.0 Mean Absolute Error (MAE) convergence (Probe 10) without hallucination.

1. STOCK BASELINE (QWEN 2.5 7B)

Standard open-weights Qwen 2.5 7B model running via third-party harness (Ollama / llama.cpp). Zero engine scaffolding.

assets/reportcard_stock_7b.txt • PENDING SYNC

Awaiting testbed receipt...

RUN CARD (.TXT) JSON RECEIPT

2. SUBSTRATE LIFT (ENGINE ONLY)

Standard open-weights Qwen 2.5 7B model loaded inside justified_engine.exe. Isolates pure binary performance gains.

assets/reportcard_engine_7b.txt • PENDING SYNC

Awaiting testbed receipt...

RUN CARD (.TXT) JSON RECEIPT

3. PEAK CALIBRATION (ENGINE + VAULT)

Proprietary j8b_refactor_pro.jef_bin vault loaded inside justified_engine.exe. Full calibration.

assets/reportcard_j8b_calibrated.txt • PENDING SYNC

Awaiting testbed receipt...

RUN CARD JSON GET VAULT

Empirical Local Verification

Download the complete 11-script master audit harness or the unauthenticated J8B evaluation vault to test this matrix on your physical workstation:

DOWNLOAD MASTER METROLOGY SUITE (.ZIP) DOWNLOAD J8B VAULT (.JEF_BIN)