Broadcast json index file rather than loading on all ranks

[sriniiyer]

Patch Description Broadcast jsonl index instead of loading on all ranks, to prevent slowdown by multiple ranks reading the same file

Testing steps Tested on 64 nodes, loaded in 2 mins.