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Add more options to the `unshard_checkpoint` function to help scale #1052

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Job	Run time
Test (GPU)	2m 58s
Lint	1m 17s
Test checkpoint (GPU)	3m 41s
Test	1m 51s
Test MoE (GPU)	2m 1s
Test checkpoint	1m 36s
Type check	39s
Build	43s
Style	36s
Docs	58s
Lint (min Python)	33s
Release	0s
	16m 53s