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Fix typo: maxmium -> maximum in memory optimization docs#13841

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TheChyeahhh:fix-typo-maxmium-memory-docs
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Fix typo: maxmium -> maximum in memory optimization docs#13841
TheChyeahhh wants to merge 2 commits into
huggingface:mainfrom
TheChyeahhh:fix-typo-maxmium-memory-docs

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Fixes a typo in docs/source/en/optimization/memory.md: maxmiummaximum.

- Fix incorrect cross-reference to DDPMSchedulerOutput in docstring,
  replacing it with the correct KarrasVESchedulerOutput.
- Replace placeholder TODO text in Returns section with proper
  documentation matching the pattern used in step().
@github-actions github-actions Bot added size/S PR with diff < 50 LOC documentation Improvements or additions to documentation schedulers labels May 29, 2026
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