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J1B TRANSDUCER (1.5B) J3B EDGE KERNEL (3.0B) J8B REFACTOR PRO (7.6B) J14B SUBLIMATED (14.8B) J32B ENTERPRISE [PHASE 2]
[COMING SOON :: PHASE 2 WEIGHT TRAINING]
// COMPANION VAULT SPECIFICATION :: J32B TIER [PHASE 2]

J32B Enterprise Substrate (32.5B Parameters)

Qwen 2.5 32B Base
8.0 - 10.0 GB (Sublimated)
Phase 2 Roadmap
16 Blocks of 4 Layers

Epistemic Humility Disclosure (Δ > 0): The J32B companion vault weights have not been trained or compiled. In strict adherence to our anti-guarantee governance, Justified Systems never manufactures speculative synthetic receipts, estimated benchmarks, or unverified performance claims prior to physical hardware verification.

Target Architecture: J32B is scheduled for training during Phase 2 expansion to provide maximum reasoning density for deep architectural audits, multi-hop composite tool orchestration, and formal symbolic mathematical logic. Execution is designed around our forward-pass layer block sublimation harness to schedule parameter matrices dynamically across 8.0 to 10.0 GB workstation accelerator bounds without display driver crashes.

// PLANNED INVOCATION SYNTAX [JUS-ENG-01.01.000]:

# Planned Process Invocation (Offline Ed25519 Envelope Verification) justified_engine.exe --model "weights/justified/j32b_enterprise.jef_bin" --pipe --license-file "license.key"
WEIGHT TRAINING IN PROGRESS RECEIPTS CURRENTLY LOCKED
// ADDENDUM 16 :: FUTURE VERIFICATION STAGING

Triple-Validation Benchmark Protocol

Upon completion of weight training and compilation, J32B will be subjected to the mandatory 3-way A/B/C control matrix before general release:

  1. Stock 32B Baseline (Control): Evaluation against a standard 32B/33B open-weights model using third-party execution harnesses.
  2. Substrate Lift (Engine Only): Measuring layer block sublimation throughput and VRAM stability when running standard 32B open weights inside justified_engine.exe.
  3. Peak Calibration (Engine + J32B Vault): Evaluating the full calibrated j32b_enterprise.jef_bin vault for bitwise RFC syntax locking and sustained multi-turn reasoning retention.