Fix download command to scope to checkpoints/ only

README.md

@@ -77,8 +77,9 @@ repo, point it at this snapshot, and the demos pick the right file
 automatically:
 
 ```bash
-# Download this whole snapshot into ./checkpoints
-hf download nvidia/PiD --local-dir .
+# Pull just the checkpoints/ tree into the repo root (skips this README and
+# the teaser figure so they don't clobber the files in the source repo).
+hf download nvidia/PiD --local-dir . --include "checkpoints/*"
 
 # Then run any of the demos, e.g.:
 PYTHONPATH=. python -m pid._src.inference.from_ldm_flux \