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[checkpoint] support huggingface style sharded checkpoint #3463

@flybird11111

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@flybird11111

Some huggingface models are saved as sharded checkpoints, we should support loading from and saving as HF sharded checkpoint.

An exmaple would be https://huggingface.co/facebook/opt-13b/blob/main/pytorch_model.bin.index.json

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