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Model-Optimizer/docs/source
Gwena Cunha 69c0d47946 [OMNIML-3252][ONNX] MOQ + Autotune moq integration docs (#1026)
### What does this PR do?

**Type of change**: documentation

**Overview**: This PR updates the documentation and does some folder
re-structuring and file re-naming related to
https://github.com/NVIDIA/Model-Optimizer/pull/951.

### Usage

Documentation

### Testing

Documentation

### Before your PR is "*Ready for review*"

- Is this change backward compatible?: ✅
- If you copied code from any other sources or added a new PIP
dependency, did you follow guidance in `CONTRIBUTING.md`: ✅
- Did you write any new necessary tests?: N/A <!--- Mandatory for new
features or examples. -->
- Did you update
[Changelog](https://github.com/NVIDIA/Model-Optimizer/blob/main/CHANGELOG.rst)?:
✅ (renamed `AutoQDQ` to `Autotune`)

<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit

* **Documentation**
  * Renamed AutoQDQ to Autotune across guides and changelog.
  * Updated Autotune guide descriptions and wording.
* Added a new section on optimizing Q/DQ node placement with Autotune,
including CLI usage and API links (appears twice in one README).
  * Applied minor grammar and capitalization corrections.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->

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Signed-off-by: gcunhase <4861122+gcunhase@users.noreply.github.com>
2026-03-12 10:47:07 -07:00
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