Add quark as an autoquantizer#14077
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Two pre-existing import bugs surfaced by end-to-end testing against an amd-quark working tree: * src/diffusers/quantizers/quantization_config.py:789 * tests/quantization/quark/test_quark.py:110 Both imported 'Config as QConfig' from quark.torch.quantization.config.config, but that module only ever exported QConfig (no class named Config exists in amd-quark, on any branch). Every from_pretrained on a quark-quantized checkpoint failed with ImportError. Switch to importing QConfig directly. Also update docs/source/en/quantization/quark.md to match amd-quark's post-huggingface#5249 calibration API: get_calib_dataloader now yields plain dicts keyed by forward parameter names, consumed via model(**data); the WrappingModel adapter and .inner_model accessor are no longer exposed.
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