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Add more options to the `unshard_checkpoint` function to help scale #1048

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Run time

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Job	Run time
Test (GPU)	1m 32s
Lint	55s
Test checkpoint (GPU)	1m 34s
Test MoE (GPU)	1m 32s
Test	1m 46s
Test checkpoint	1m 30s
Type check	39s
Build	40s
Style	39s
Docs	1m 22s
Lint (min Python)	52s
Release	1s
	13m 2s