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This PR is a small follow up to #1043. It

  • Adds HF auth code so the example can pull the data and model used
  • Updates screenshots (currently the same screenshot is used multiple times)
  • Updates Databricks runtime used (allows us to simplify software init script)
  • Adds --checkpoint.staging_dir option following feat: add consolidation for Databricks #1066

cc @akoumpa @adil-a @floraxhuang

Signed-off-by: James Bourbeau <jbourbeau@nvidia.com>
Signed-off-by: James Bourbeau <jbourbeau@nvidia.com>
@jrbourbeau jrbourbeau changed the title Updates to Databricks docs docs: Updates to Databricks docs Jan 22, 2026
@jrbourbeau jrbourbeau added the docs-only With great power comes great responsibility. label Jan 22, 2026
Signed-off-by: James Bourbeau <jbourbeau@nvidia.com>
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akoumpa commented Jan 22, 2026

Thanks @jrbourbeau , @jgerh PTAL. thank you

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Completed tech pubs review and provided a few comments.

Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com>
Signed-off-by: James Bourbeau <jbourbeau@nvidia.com>
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Thanks for the review @jgerh. Just addressed all your feedback. Let me know if you have any additional comments

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Completed a second review of the .md file and added a few suggestions.

Co-authored-by: jgerh <163925524+jgerh@users.noreply.github.com>
Signed-off-by: James Bourbeau <jbourbeau@nvidia.com>
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Tech pubs copyedits approved.

@akoumpa akoumpa merged commit 7261e73 into NVIDIA-NeMo:main Jan 25, 2026
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3 participants