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

[Borda]

What does this PR do?

Resolves #19672 (comment)

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📚 Documentation preview 📚: https://pytorch-lightning--19697.org.readthedocs.build/en/19697/

cc @Borda

[github-actions]

⚡ Required checks status: All passing 🟢

Groups summary

🟢 fabric: Docs

Check ID	Status
docs-make (fabric, doctest)	success	✅
docs-make (fabric, html)	success	✅

These checks are required after the changes to requirements/docs.txt.

🟢 pytorch_lightning: Docs

Check ID	Status
docs-make (pytorch, doctest)	success	✅
docs-make (pytorch, html)	success	✅

These checks are required after the changes to requirements/docs.txt.

🟢 lightning_app: Docs

Check ID	Status
docs-make (app, doctest)	success	✅
docs-make (app, html)	success	✅

These checks are required after the changes to requirements/docs.txt.

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Thank you for your contribution! 💜

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