Remove columns before passing to data collator
Author: Yard1
Pull request: yes

# What does this PR do?

Removes columns before they are passed to the data collator in the non `datasets.Dataset` case.

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Comments:
cc @sgugger

_The documentation is not available anymore as the PR was closed or merged._