Materialize empty model on rank 0 #1029
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This PR has another nit improvement where we eagerly materialize an empty model before entering the
setup_data_parallelcall. As a slightly related work, also improves the implementation ofbroadcast_moduleand avoids broadcasting non-persistent buffers by default.