Quality systems. On-prem inference. Measured, not claimed.
Helix QMS Desk (90 seconds in the browser). A fictional biomedical plant: calibration sticker ≠ certificate, CAPA 8D, supplier SCARs, fail-closed integrity checks. All records are synthetic.
Homepage: coinupbtc.com
| Repo | What you get |
|---|---|
| helix-qms-desk | Interactive ISO 13485 quality desk. Open the Pages build. |
| build-a-boat | Marine electrical package — voltage-drop and AC/DC hard stops. Pages. |
| zwell-bench | 15-check release gate. Aims for all-green; the published 16 July 2026 run is 14/15. |
Dual NVIDIA DGX Spark. Weights stay local. The public throughput number is the bakeoff.
| Repo | What you get |
|---|---|
| miaai35-tune | Flagship llama.cpp bakeoff. Coding decode 35.80 tok/s (9 July 2026; thinking off, speculative decode off). |
| spark-console | Local fleet health dashboard. ./setup.sh → :8085 |
| MiniMax-H3-2x-DGX-Spark | Two-Spark H3 over RoCE IB. Same-seed quality SHA + 55.5 s eager clip. |
| MiniMax-H3-1x-DGX-Spark | One-Spark H3 CUDNN eager — SHA-identical to the 2× clip, slower. ./setup.sh && ./start.sh |
miaai35-tune credits MiaAI Labs’ Qwen3.6-35B Spark recipe for the serving baseline of that tune only. The 35.80 tok/s figure is the committed 9 July 2026 coding decode in that repo.
gravity-lander · stl-sandbox · spark-training-lab (configs + scripts only; adapters stay on the box — not a public weight dump)
Every listed repo has a Try it path. If it cannot be run this week, it is not listed.