"480 is more than the time allowed": we have to reduce the inference steps

app.py

@@ -19,7 +19,7 @@ interface = gr.Interface(
     theme="soft"
 )
 
-@spaces.GPU(duration=480)
+@spaces.GPU(duration=360)
 def generate_video(image):
   """
   Generates a video from an input image using the pipeline.
@@ -30,7 +30,7 @@ def generate_video(image):
   Returns:
       The path of a video file.
   """
-  video_frames = pipeline(image=image, num_inference_steps=20).images
+  video_frames = pipeline(image=image, num_inference_steps=10).images
 
   # Frames to Video
   os.makedirs("outputs", exist_ok=True)