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Save types information to allow for fully self-describing checkpoints…
…. Metadata is stored in JSON format to maximize cross-platform compatibility and ease-of-use. Allow users to access metadata via API (previously only possible with Tensorstore). Note that the feature is not yet turned on by default. PiperOrigin-RevId: 537384891
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