I am unsure how to proceed creating a Dataset with multiple labels and classes where the classes are not the same for the different labels. A multi-label example is shared here , but the classes are always either 0 or 1. My task is slightly different. To illustrate what I mean, take this dataset: …

DId you ever have any luck with this? I’m currently facing a similar problem.

This method? [image] Creating a Sequence of ClassLabel for multi-label and multi-class problems 🤗Datasets Given a df with the following columns: text labels This is a sentence [0, 5, 3] I am unhappy [1, 9, 10] OR text labels1 label2 label3 …

@kevinmmckee No success, sorry! I ended up predicting each class individually. I know there should be a more elegant way, but I never figured it out.

@anon6729996 Dang. I thought this might be case and was hoping I could achieve this with a single pass across the dataset. Thanks for the reply!

How to build a multi-label & multi-class dataset correctly?

Beginners

John6666 April 15, 2025, 5:52am 3

This method?

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How to build a multi-label & multi-class dataset correctly?

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