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Add experimental sharding module with with_custom_sharding for#1704

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Add experimental sharding module with with_custom_sharding for#1704
copybara-service[bot] wants to merge 1 commit into
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test_932043674

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Add experimental sharding module with with_custom_sharding for
zero-redundancy optimizer state sharding across additional mesh axes.

zero-redundancy optimizer state sharding across additional mesh axes.

PiperOrigin-RevId: 932043674
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