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docs: clarify Moirai 2 multivariate tutorial support - #259

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docs: clarify Moirai 2 multivariate tutorial support#259
kiwoongyoon wants to merge 1 commit into
SalesforceAIResearch:mainfrom
kiwoongyoon:gitcontribute/20260813-180234-258918-SalesforceAIResearch-uni2ts-issue-238

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Title: docs: clarify Moirai 2 multivariate tutorial support

Summary

  • Default the pandas tutorial to Moirai so it runs through the multivariate example.
  • Document that Moirai 2 does not currently support multivariate forecasting and direct users to Moirai or Moirai-MoE.
  • Checked the issue snapshot for assignment and duplicate-work signals; it is unassigned and no related PR is recorded.

Test evidence

  • python3 -c "import json; n=json.load(open('example/moirai_forecast_pandas.ipynb')); s=''.join(''.join(c.get('source', [])) for c in n['cells']); assert 'MODEL = \"moirai\"' in s; assert 'Moirai 2 does not currently support multivariate forecasting.' in s; print('notebook guidance verified')" — verified notebook JSON, the supported default, and the multivariate guidance.
  • git diff --check — passed.

Risks or notes for maintainers

  • This is documentation/tutorial guidance only; it does not add Moirai 2 multivariate support.
  • Full notebook execution was not run because it requires remote data and pretrained model downloads.
  • Salesforce CLA completion and any code-owner review remain required before merge.

Refs #238

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Thanks for the contribution! Before we can merge this, we need @kiwoongyoon to sign the Salesforce Inc. Contributor License Agreement.

@kiwoongyoon
kiwoongyoon marked this pull request as ready for review August 20, 2026 01:04
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