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Make IterableDataset (optionally) resumable #7385

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@yzhangcs yzhangcs commented Feb 4, 2025

What does this PR do?

This PR introduces a new stateful option to the dataset.shuffle method, which defaults to False.
When enabled, this option allows for resumable shuffling of IterableDataset instances, albeit with some additional memory overhead.

Key points:

  • All tests have passed
  • Docstrings have been updated to reflect the new functionality

I'm very looking forward to receiving feedback on this implementation! @lhoestq

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yzhangcs commented Feb 6, 2025

@lhoestq Hi again~ Just circling back on this
Wondering if there’s anything I can do to help move this forward. 🤗
Thanks!

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