Revert "Use a temporary directory for downloading finetuning dataset … #1637
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…files (#1608)"
This reverts commit ed6b72b.
This PR resulted in hugging face datasets sometimes hanging during processing. Likely it interfered with datasets caching logic. Confirmed it resolves it with 8 successful runs.