cyberneticlibrary

Onboard models to qai_hub_models

onboardingsubagentsetup L21,109
qualcomm/ai-hub-models
What it does

Guide model onboarding to AI Hub

Best for

Integrating edge models when monkeypatching and compilation workarounds need expert guidance.

Inputs
  • · model code
  • · test data
Outputs
  • · compiled model
  • · on-device inference
Requires
  • · torch
  • · AI Hub API
  • · qai_hub_models
Preconditions
  • · PyTorch code provided
  • · Model runs on CPU
Failure modes
  • · GPU dependency remains
  • · compilation fails
  • · overfitting backtest
Trust signals
  • · 3 design goals explicit
  • · SourceAsRoot pattern documented