Confirm identity and visibility first
Use shape, Base URL, model list, and lightweight chat probe together. Compatible OpenAI protocol alone is not identity.
- Model ID: thedrummer/rocinante-12b
- Provider: Thedrummer
- Check dimension: callable model check