Model Release Audit
Release your GGUF with documented checks.
A manual review of your agreed public release files: header findings, evidence and practical next steps for your release notes.
Price and delivery date agreed before work starts.
Pilot audit
For teams publishing or distributing GGUF models.
What you receive
- A file inventory with pinned revisions and the exact inspection scope.
- A comparison of checker decisions, with downloadable JSON evidence.
- Prioritized findings, recommended fixes and a reproducible recheck procedure.
How it works
Scope you can rely on
This service reviews release artifacts and header metadata. It does not certify security, license compliance, answer quality, performance or successful inference. Runtime execution and private files require a separate agreed scope.