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: meta-llama/llama-3.2-3b-instruct
- Provider: Meta
- Check dimension: callable model check