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-3.1-8b-instruct
- Provider: Meta
- Check dimension: listing readiness