[CI] Qwen Image Model Test Refactor (#13069) #5389

Job	Run time
PyTorch xformers CUDA tests	6m 37s
Examples PyTorch CUDA tests on Ubuntu	44m 19s
Torch CUDA Tests (others)	1m 27s
PyTorch Compile CUDA tests	24m 3s
Setup Torch Pipelines CUDA Slow Tests Matrix	1m 5s
Torch CUDA Tests (models)	43m 6s
Torch CUDA Tests (lora)	28m 4s
Torch CUDA Tests (schedulers)	6m 28s
Torch CUDA Tests (single_file)	1m 16s
Torch Pipelines CUDA Tests (controlnet_sd3)	4m 15s
Torch Pipelines CUDA Tests (cogvideo)	5m 22s
Torch Pipelines CUDA Tests (flux)	5m 55s
Torch Pipelines CUDA Tests (ip_adapters)	3m 15s
Torch Pipelines CUDA Tests (hunyuandit)	1m 41s
Torch Pipelines CUDA Tests (latent_consistency_models)	2m 4s
Torch Pipelines CUDA Tests (controlnet_flux)	4m 16s
Torch Pipelines CUDA Tests (controlnet)	14m 54s
Torch Pipelines CUDA Tests (flux2)	7m 50s
Torch Pipelines CUDA Tests (hidream_image)	1m 55s
Torch Pipelines CUDA Tests (sana)	12m 5s
Torch Pipelines CUDA Tests (audioldm2)	4m 14s
Torch Pipelines CUDA Tests (ltx2)	6m 17s
Torch Pipelines CUDA Tests (marigold)	2m 22s
Torch Pipelines CUDA Tests (qwenimage)	14m 47s
Torch Pipelines CUDA Tests (stable_diffusion)	5m 6s
Torch Pipelines CUDA Tests (ddpm)	3m 39s
Torch Pipelines CUDA Tests (ltx)	4m 54s
Torch Pipelines CUDA Tests (stable_diffusion_2)	3m 59s
Torch Pipelines CUDA Tests (stable_diffusion_xl)	6m 8s
Torch Pipelines CUDA Tests (stable_diffusion_3)	1m 58s
Torch Pipelines CUDA Tests (stable_video_diffusion)	1m 31s
Torch Pipelines CUDA Tests (z_image)	4m 25s
Torch Pipelines CUDA Tests (wan)	5m 9s
	4h 44m 26s

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