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docs: link Nebius Serverless SAM2 deployment from ML guide - #9943

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SalikovAlex wants to merge 1 commit into
HumanSignal:developfrom
SalikovAlex:codex/nebius-sam2-docs

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@SalikovAlex

@SalikovAlex SalikovAlex commented Sep 15, 2026

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The ML integration guide currently walks readers through local Docker setup without pointing to the merged Nebius Serverless deployment example. Add a hosted GPU option for SAM2, linked from the model-start instructions and included in the page's table of contents.

The section links to the maintained deployment recipe, describes the prerequisites and single-project image scope, and explains that Label Studio connects to the external proxy using its HTTPS URL and Basic credentials. The Nebius Endpoint uses a separate Bearer token. Deployment commands stay in the backend repository to avoid duplicating them.

Related: HumanSignal/label-studio-ml-backend#933 (merged).

Validation

  • npm run build passed (1,323 generated files).
  • npm run build:enterprise passed (1,393 generated files).
  • Visually checked the Community documentation page in a browser, including the new table-of-contents entry.
  • Verified the rendered section and connection anchors and the link to the merged deployment example.
  • git diff --check passed.
  • Automated Community and Enterprise Netlify previews are pending maintainer approval; hosted-preview validation is pending. The screenshot below is from the successful local build.

Reviewer notes

This changes only docs/source/guide/ml.md. The SAM2 tutorial and ML examples catalog are generated by scripts/update_ml_tutorials.py from the backend example READMEs; they are left unchanged so a subsequent import cannot overwrite this addition. No application changes or feature flags are needed.

Screenshot

Local Hexo build of the Community documentation:

Nebius Serverless section and table-of-contents entry

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Deploy Preview for label-studio-storybook canceled.

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Deploy Preview for label-studio-playground canceled.

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@github-actions github-actions Bot added the docs label Sep 15, 2026
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