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lines changed Original file line number Diff line number Diff line change 2222from  ...image_processor  import  VaeImageProcessor 
2323from  ...models  import  AutoencoderKLQwenImage , QwenImageTransformer2DModel 
2424from  ...schedulers  import  FlowMatchEulerDiscreteScheduler 
25- from  ...utils  import  (
26-     is_torch_xla_available ,
27-     logging ,
28-     replace_example_docstring ,
29- )
25+ from  ...utils  import  is_torch_xla_available , logging , replace_example_docstring 
3026from  ...utils .torch_utils  import  randn_tensor 
3127from  ..pipeline_utils  import  DiffusionPipeline 
3228from  .pipeline_output  import  QwenImagePipelineOutput 
@@ -132,9 +128,7 @@ def retrieve_timesteps(
132128    return  timesteps , num_inference_steps 
133129
134130
135- class  QwenImagePipeline (
136-     DiffusionPipeline ,
137- ):
131+ class  QwenImagePipeline (DiffusionPipeline ):
138132    r""" 
139133    The QwenImage pipeline for text-to-image generation. 
140134
    
 
   
 
     
   
   
          
     
  
    
     
 
    
      
     
 
     
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