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@Chengqian-Zhang Chengqian-Zhang commented Jan 14, 2026

See title.

Summary by CodeRabbit

  • Chores
    • Added a new research reference: a 2026 arXiv article on multi‑task fine‑tuning for atomistic models (new BibTeX entry).
  • Documentation
    • Updated credits/acknowledgements to include the new bibliography item.

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Signed-off-by: Chenqqian Zhang <[email protected]>
@Chengqian-Zhang Chengqian-Zhang requested a review from njzjz January 14, 2026 13:34
@dosubot dosubot bot added the Docs label Jan 14, 2026
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coderabbitai bot commented Jan 14, 2026

📝 Walkthrough

Walkthrough

Added a new BibTeX article entry @article{Zhang_2026_multitaskfinetuning} to CITATIONS.bib and added a corresponding bibliography item block to doc/credits.rst. No existing entries or other files were modified.

Changes

Cohort / File(s) Summary
Bibliography file
CITATIONS.bib
Inserted new @article{Zhang_2026_multitaskfinetuning} with fields: annote, author list (Chengqian Zhang, Duo Zhang, Anyang Peng, Mingyu Guo, Yuzhi Zhang, Lei Wang, Guolin Ke, Linfeng Zhang, Tiejun Li, Han Wang), title, journal arXiv, year 2026, pages 2601.08486, doi 10.48550/arXiv.2601.08486.
Documentation credits
doc/credits.rst
Added a bibliography directive/block referencing Zhang_2026_multitaskfinetuning (no other doc edits).

Estimated code review effort

🎯 1 (Trivial) | ⏱️ ~2 minutes

Suggested reviewers

  • iProzd
  • wanghan-iapcm
🚥 Pre-merge checks | ✅ 3
✅ Passed checks (3 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed The title 'Add citation for property fitting and multi-task fine-tuning' directly and clearly summarizes the main change in the pull request: adding a bibliography entry for a paper on multi-task fine-tuning.
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.

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📜 Recent review details

Configuration used: Repository UI

Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between 7b0eda1 and 6fcbd57.

📒 Files selected for processing (1)
  • doc/credits.rst
🔇 Additional comments (1)
doc/credits.rst (1)

151-156: The BibTeX entry Zhang_2026_multitaskfinetuning exists in CITATIONS.bib with all required fields properly formatted. The publication year (2026) is correct—this is an arXiv preprint from January 2026 (arXiv:2601.08486), which aligns with the current date. The citation block in doc/credits.rst is correctly structured and consistent with existing entries.

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codecov bot commented Jan 14, 2026

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 81.94%. Comparing base (2a9667e) to head (6fcbd57).
⚠️ Report is 1 commits behind head on master.

Additional details and impacted files
@@            Coverage Diff             @@
##           master    #5152      +/-   ##
==========================================
- Coverage   81.94%   81.94%   -0.01%     
==========================================
  Files         713      713              
  Lines       73010    73009       -1     
  Branches     3616     3617       +1     
==========================================
- Hits        59825    59824       -1     
  Misses      12022    12022              
  Partials     1163     1163              

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Added bibliography entry for Zhang_2026_multitaskfinetuning.

Signed-off-by: Chenqqian Zhang <[email protected]>
@njzjz njzjz enabled auto-merge January 15, 2026 04:14
@njzjz njzjz added this pull request to the merge queue Jan 15, 2026
Merged via the queue into deepmodeling:master with commit 9553e6e Jan 15, 2026
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