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docs(datasets) Add info about dataset availability to FDS docs #3902

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merged 5 commits into from
Jul 25, 2024

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adam-narozniak
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Issue

The FDS description lacks info about how the HF Hub dataset availability relates to the dataset usage in FDS.

Proposal

Add that information to emphasise the benefits of Flower Datasets.

@adam-narozniak adam-narozniak marked this pull request as ready for review July 24, 2024 14:22
- **partitioning datasets** - choose one of the implemented partitioning scheme or create your own.
- **creating centralized datasets** - leave parts of the dataset unpartitioned (e.g. for centralized evaluation)
- **visualization of the partitioned datasets** - visualize the label distribution of the partitioned dataset (and compare the results on different parameters of the same partitioning schemes, different datasets, different partitioning schemes, or any mix of them)

(*) Note that once the dataset is available on HuggingFace Hub it can be **immediately** used in `Flower Datasets` (no approval from Flower team needed, no custom code needed).
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How about if we put his earlier (maybe soon after Main feature?) as a sphinx note?:

.. note::
  Note that once the dataset is available on HuggingFace Hub it can be **immediately** used in `Flower Datasets` (no approval from Flower team needed, no custom code needed).

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To me, it seems a bit less important (compared to other features). It seems like a great addition or side effects. Wdyt?

I'll change it to a "note"

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Done

@jafermarq jafermarq enabled auto-merge (squash) July 25, 2024 08:07
@jafermarq jafermarq merged commit 42f5c8d into main Jul 25, 2024
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@jafermarq jafermarq deleted the add-info-about-dataset-availability-to-fds-docs branch July 25, 2024 08:17
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2 participants