Hyperparameter Triage

Tune the few knobs that are actually plausible culprits.

Intake

Establish:

• target metric and failure mode;
• current config and compute budget;
• training curves and validation behavior;
• known-good baseline settings;
• which knobs have already been tried.

Workflow