11. Open Questions & Risks

Open questions

1. Is onnx-components.html fully replaced by dashboard blogs?
2. Where is test_hf_models.py?
3. HF upload auth model for future CI?
4. How tightly local-voice-chat pins specific ONNX revisions?
5. Is optimum still needed as a dependency?

Risks

Risk	Notes
Manual export fragility	Transformers/PyTorch upgrades can break tracers
No parity CI	Regressions only caught when someone runs Make
Quant accuracy	200M Q4 may be too lossy for some pairs
Disk/time cost	Full matrix export is heavy
README drift	Stale preview/test references confuse newcomers

Next steps

1. Fix README to match dashboard-only docs
2. Add CI smoke: parity on a tiny fixture subset
3. Pin and document HF revision SHAs for consumers
4. Cross-link this dossier with browser-demo dossier

Hub note

Published via projects/publish.txt alongside the browser-demo dossier.