Reads the safetensors header's key names (same signatures core uses), so the
pipeline wires for whatever is actually loaded. An unidentifiable file proposes
no family rather than defaulting to LTX. Frame geometry migrates on change.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>