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[checkpointio] fix checkpoint io #5734

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When the embedding is padded, the padded shape, not the original shape, is evenly distributed among the tensor parallel group.

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@flybird11111 flybird11111 requested a review from a team as a code owner May 20, 2024 06:49
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