huggingface timeout_error ai_generated true

HTTPError: 503 Service Unavailable - model loading

ID: huggingface/inference-api-timeout

Also available as: JSON · Markdown
75%Fix Rate
80%Confidence
3Evidence
2023-01-01First Seen

Version Compatibility

VersionStatusIntroducedDeprecatedNotes
4 active — — —

Root Cause

Inference API model not loaded yet or overloaded.

generic

Workarounds

  1. 88% success Wait for model to load: add wait_for_model=True in API call
  2. 90% success Use dedicated inference endpoint for production

Dead Ends

Common approaches that don't work:

  1. Retry immediately in tight loop 80% fail

    Rate limited by API

  2. Switch to different model randomly 75% fail

    May not fit use case