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Fix prepare_data --data_dir support without --cluster - #1536

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NVIDIA-NeMo:mainfrom

Entity0-1:fix/local-prepare-data-dir

Commits on Oct 3, 2026
- Fix prepare_data data_dir support without cluster
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  6e869c6
- Document preparation helper and regression tests
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  cda765f