cyberneticlibrary

Onboard model to NxD Inference with runbook

nxdi-onboard-modelworkflowsetup L40
AutoJunjie/nxd-inference-model-noboard
What it does

Onboard machine learning model to NxD inference

Best for

Automating ML ops onboarding where multi-step optimization + verification beats manual configuration

Inputs
  • · model path
  • · hardware target
  • · optimization flags
Outputs
  • · onboarded model config
  • · inference latency report
  • · deployment ready state
Requires
  • · agent()
  • · parallel execution
Preconditions

Model binary available; NxD infrastructure accessible; optimization flags valid

Failure modes

Model format incompatible; hardware target unavailable; optimization fails; latency unacceptable

Trust signals
  • · repo: AutoJunjie/nxd-inference-model-noboard