[s2s] can distributed eval  intiate model download on each rank
+ `from_pretrained` uses a FileLock to avoid this, but I wonder if there is a race condition.
+ Verify, then fix. Fix non-trivial because have to block other processes.

No it can't `from_pretrained` uses `FileLock`