Mind-Omni

Use when running Mind-Omni with a local NSD_complete dataset copy. Inspect the local dataset root, explain what each dataset directory is for, and replace hardcoded dataset paths in scripts before training or inference.

Bring up Muddit-132-official on the current server, including dataset locations, stage-wise training commands, tunable arguments, verified checkpoints, loading, and inference entrypoints.