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docs: add deployment guidance for llm fine-tuning examples#1740

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gmartini2000 wants to merge 1 commit intoNVIDIA-NeMo:mainfrom
gmartini2000:docs/automodel-deployment-guide
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docs: add deployment guidance for llm fine-tuning examples#1740
gmartini2000 wants to merge 1 commit intoNVIDIA-NeMo:mainfrom
gmartini2000:docs/automodel-deployment-guide

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What does this PR do ?

Adds a README to the LLM fine-tuning examples directory that provides guidance on how to run recipes, clarifies the deprecation of finetune.py, and outlines next steps after training including basic deployment direction.

Changelog

  • Added examples/llm_finetune/README.md
  • Documented how to launch fine-tuning recipes using the automodel CLI
  • Added note explaining that finetune.py is deprecated
  • Added section describing how to use trained checkpoints after fine-tuning
  • Added high-level deployment guidance and pointers to production workflows

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  • Did you write any new necessary tests?
  • Did you add or update any necessary documentation?

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Additional Information

Signed-off-by: Giulio Martini <martinigiulio02@gmail.com>
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copy-pr-bot bot commented Apr 9, 2026

This pull request requires additional validation before any workflows can run on NVIDIA's runners.

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@akoumpa akoumpa requested a review from jgerh April 10, 2026 05:37
@akoumpa akoumpa added the docs-only With great power comes great responsibility. label Apr 10, 2026
@chtruong814 chtruong814 added the needs-follow-up Issue needs follow-up label Apr 11, 2026
@akoumpa akoumpa linked an issue Apr 16, 2026 that may be closed by this pull request
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Path for deployment from customization examples

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