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VA — banked vertical
Model: Qwen2.5-14B-Instruct + Kokoro-82M (Qwen/Qwen2.5-14B-Instruct; hexgrad/Kokoro-82M)
Model license: Apache-2.0 (both)
Harness: OpenHands — MIT
Industry tools: IMAP/SMTP, calendar
T4 fit: fits
Shift contract
- isolated: one vertical, 30-minute NO-HIL shift on a single T4
- coupled: two verticals pipelined over a shared artifact contract
- main: PAX 27B, 8-hour continuous shift
Every shift emits: proprioception tick, KV-cache telemetry, kWh/$ metering,
LLMAJ verdict, and one append-only .aioss SHA3 chain record per artifact.
License twin discipline
The upstream license survives banking: this repo repackages under the
Anticommons dual license (open component + commercial enterprise component
that forbids removing the .aioss ledger). Excluded models (non-commercial
weights, license-inheritance) are NOT banked as usable twins.
Provenance
Row verified against the primary license/model card. Source class:
hf. Registry: SHIFT_ENGINE/VERTICALS/registry.json.