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Recent review info

Run configuration

• Source mode: Auto
• Repository: NVIDIA/structured-data-models
• Branch: chronos2-doc
• File: .coderabbit.yaml
• Commit: 59c1216
• Layers: Repository YAML
• Review profile: QUIET
• Plan: Enterprise
• Run ID: 201d5c7e-d3c9-43eb-aaeb-825ca42b64a7

Commits

Reviewing files that changed from the base of the PR and between 084aa7c and 59c1216.

Files ignored due to path filters: 2

• docs/source/images/chronos2_dark.svg is excluded by !**/*.svg
• docs/source/images/chronos2_light.svg is excluded by !**/*.svg

Files selected for processing: 2

• sdm/models/chronos2/model.py
• sdm/models/timesfm3/model.py

Included review availability: This review used your included allowance. Your plan provides up to 12 included reviews per hour; 11 remain after this review.

Summary

Summary by CodeRabbit

• Documentation
  • Clarified Chronos2’s forecasting capabilities, supported inputs and outputs, limits, and batch behavior.
  • Updated TimesFM3’s description to reflect multivariate forecasting and joint forecasting of coevolving series.

The Chronos2 class description now covers its forecasting capabilities and limits. The TimesFM3 class description identifies it as a foundation model for multivariate forecasting and removes the “zero-shot” wording.

Changes: Model descriptions

Layer / File(s)	Summary
Model documentation sdm/models/chronos2/model.py, sdm/models/timesfm3/model.py	The Chronos2 description adds details about architecture, quantile outputs, input roles, forecast and context limits, and batch behavior. The TimesFM3 description removes “zero-shot” and describes multivariate forecasting.

Estimated code review effort: 1 (Trivial) | ~5 minutes

Merge Risk: Minimal · up to 59c12

These documentation-only changes are mergeable with no identified implementation risk.

Pre-merge checks: 4 · 1

Failed checks: 1 inconclusive

Check name	Status	Explanation	Resolution
Description check		No pull request description was provided. The available objectives identify the Chronos2 documentation change, but the author did not provide a description that relates the changeset to the pull req…	Add a brief description that summarizes the Chronos2 documentation updates and mentions the related TimesFM3 documentation change.

Passed checks: 4 passed

Check name	Status	Explanation
Title check		The title accurately identifies the primary change: adding Chronos2 documentation. It does not mention the smaller TimesFM3 documentation update, but the title does not need to cover every change.
Docstring Coverage		No eligible functions found in the changed files. Skipping docstring coverage check. Docstring coverage is scoped to functions touched by this diff with cyclomatic complexity of at least 2. Documentat…
Linked Issues check		Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check		Check skipped because no linked issues were found for this pull request.

Full details: Docstring Coverage

Explanation

No eligible functions found in the changed files. Skipping docstring coverage check. Docstring coverage is scoped to functions touched by this diff with cyclomatic complexity of at least 2. Documentation-only edits and deletions within surviving functions are included; unchanged diff context and fully deleted functions are excluded. Analyzed 0 functions across 2 files.

Full details: Description check

Explanation

No pull request description was provided. The available objectives identify the Chronos2 documentation change, but the author did not provide a description that relates the changeset to the pull request.

Resolution

Add a brief description that summarizes the Chronos2 documentation updates and mentions the related TimesFM3 documentation change.

Finishing Touches

Generate docstrings

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• Create a new PR

Generate unit tests (beta)

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• Create a new PR

• Autofix · Keep fixing CodeRabbit findings and required CI, and resolving merge conflicts

[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 82.39%. Comparing base (084aa7c) to head (59c1216).
✅ All tests successful. No failed tests found.

Additional details and impacted files

@@           Coverage Diff           @@
##             main    #1320   +/-   ##
=======================================
  Coverage   82.39%   82.39%           
=======================================
  Files         185      185           
  Lines       11772    11772           
=======================================
  Hits         9700     9700           
  Misses       2072     2072           

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