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: nousresearch/hermes-2-pro-llama-3-8b
- Provider: Nousresearch
- Check dimension: pricing and context check