W/ this PR, we can get following failed cases passed on XPU:

- pytest -rA tests/pipelines/pag/test_pag_kolors.py::KolorsPAGPipelineFastTests::test_float16_inference
- pytest -rA tests/pipelines/kandinsky2_2/test_kandinsky_controlnet.py::KandinskyV22ControlnetPipelineIntegrationTests::test_kandinsky_controlnet
- pytest -rA tests/quantization/gguf/test_gguf.py::SD35LargeGGUFSingleFileTests::test_pipeline_inference
- pytest -rA tests/pipelines/ledits_pp/test_ledits_pp_stable_diffusion.py::LEditsPPPipelineStableDiffusionSlowTests::test_ledits_pp_editing

@a-r-r-o-w @DN6 , Hi, we are deprecating IPEX in our software stack. Hence there will be some precision variance for model output in test cases. pls help review, thx. @yao-matrix FYI.

@bot /style

@bot /style

Style fixes have been applied. View the workflow run here.

Hi, @DN6 , Can you help merge?

@a-r-r-o-w , could you help merge it? Thx

Started the tests, will merge as soon as CI is green. Thanks!

Hmm, there seems to be some failures for tests that were already fixed in main. Let me try to merge and run again

Failing test seems to be unrelated to changes in this PR

This seems to cause this failure on a CUDA device:
https://github.com/huggingface/diffusers/actions/runs/15890953880/job/44813455615?pr=11705#step:8:943

@kaixuanliu could you please take a look?

@sayakpaul Sure, will try to fix.