docs: use fixed version of adjust links to 'stable'

[Borda]

What does this PR do?

ci/docs: bump lit utils >=0.11.1

Before submitting

• Was this discussed/agreed via a Github issue? (no need for typos and docs improvements)
• Did you read the contributor guideline, Pull Request section?
• Did you make sure to update the docs?
• Did you write any new necessary tests?

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📚 Documentation preview 📚: https://torchmetrics--2476.org.readthedocs.build/en/2476/

[codecov]

Codecov Report

Merging #2476 (59fbbbc) into master (82e6abe) will not change coverage.
The diff coverage is n/a.

Additional details and impacted files

@@          Coverage Diff           @@
##           master   #2476   +/-   ##
======================================
  Coverage      69%     69%           
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  Files         307     307           
  Lines       17396   17396           
======================================
  Hits        11981   11981           
  Misses       5415    5415