COPY OF 2533

[xiaoyu-work]

Add an AMD Quark section to the quantization feature guide covering the ONNX and Torch backends with example configs, and add a pass reference entry for QuarkQuantization.

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• Add unit tests for this change.
• Make sure all tests can pass.
• Update documents if necessary.
• Lint and apply fixes to your code by running lintrunner -a
• Is this a user-facing change? If yes, give a description of this change to be included in the release notes.

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