diff --git a/src/diffusers/pipelines/allegro/pipeline_allegro.py b/src/diffusers/pipelines/allegro/pipeline_allegro.py
index 42083378d465..7289e97ed1ae 100644
--- a/src/diffusers/pipelines/allegro/pipeline_allegro.py
+++ b/src/diffusers/pipelines/allegro/pipeline_allegro.py
@@ -198,6 +198,10 @@ def __init__(
         scheduler: KarrasDiffusionSchedulers,
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._num_timesteps = 0
+        self._current_timestep = None
+        self._interrupt = False
 
         self.register_modules(
             tokenizer=tokenizer, text_encoder=text_encoder, vae=vae, transformer=transformer, scheduler=scheduler
@@ -843,8 +847,6 @@ def __call__(
             negative_prompt_attention_mask,
         )
         self._guidance_scale = guidance_scale
-        self._current_timestep = None
-        self._interrupt = False
 
         # 2. Default height and width to transformer
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/animatediff/pipeline_animatediff.py b/src/diffusers/pipelines/animatediff/pipeline_animatediff.py
index 091b6db713ba..30b6f378f4a6 100644
--- a/src/diffusers/pipelines/animatediff/pipeline_animatediff.py
+++ b/src/diffusers/pipelines/animatediff/pipeline_animatediff.py
@@ -136,6 +136,11 @@ def __init__(
         image_encoder: CLIPVisionModelWithProjection = None,
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
         if isinstance(unet, UNet2DConditionModel):
             unet = UNetMotionModel.from_unet2d(unet, motion_adapter)
 
@@ -714,7 +719,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._clip_skip = clip_skip
         self._cross_attention_kwargs = cross_attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, (str, dict)):
diff --git a/src/diffusers/pipelines/animatediff/pipeline_animatediff_controlnet.py b/src/diffusers/pipelines/animatediff/pipeline_animatediff_controlnet.py
index 70180ccf0650..2507bb59dffb 100644
--- a/src/diffusers/pipelines/animatediff/pipeline_animatediff_controlnet.py
+++ b/src/diffusers/pipelines/animatediff/pipeline_animatediff_controlnet.py
@@ -172,6 +172,11 @@ def __init__(
         image_encoder: Optional[CLIPVisionModelWithProjection] = None,
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
         if isinstance(unet, UNet2DConditionModel):
             unet = UNetMotionModel.from_unet2d(unet, motion_adapter)
 
@@ -877,7 +882,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._clip_skip = clip_skip
         self._cross_attention_kwargs = cross_attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, (str, dict)):
diff --git a/src/diffusers/pipelines/animatediff/pipeline_animatediff_sdxl.py b/src/diffusers/pipelines/animatediff/pipeline_animatediff_sdxl.py
index 56d319027595..ec8979553b3c 100644
--- a/src/diffusers/pipelines/animatediff/pipeline_animatediff_sdxl.py
+++ b/src/diffusers/pipelines/animatediff/pipeline_animatediff_sdxl.py
@@ -299,6 +299,13 @@ def __init__(
         force_zeros_for_empty_prompt: bool = True,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._guidance_rescale = 0.0
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._denoising_end = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         if isinstance(unet, UNet2DConditionModel):
             unet = UNetMotionModel.from_unet2d(unet, motion_adapter)
@@ -1083,7 +1090,6 @@ def __call__(
         self._clip_skip = clip_skip
         self._cross_attention_kwargs = cross_attention_kwargs
         self._denoising_end = denoising_end
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/animatediff/pipeline_animatediff_sparsectrl.py b/src/diffusers/pipelines/animatediff/pipeline_animatediff_sparsectrl.py
index 46d650efe8b6..55439272c0ec 100644
--- a/src/diffusers/pipelines/animatediff/pipeline_animatediff_sparsectrl.py
+++ b/src/diffusers/pipelines/animatediff/pipeline_animatediff_sparsectrl.py
@@ -184,6 +184,10 @@ def __init__(
         image_encoder: CLIPVisionModelWithProjection = None,
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
         if isinstance(unet, UNet2DConditionModel):
             unet = UNetMotionModel.from_unet2d(unet, motion_adapter)
 
diff --git a/src/diffusers/pipelines/animatediff/pipeline_animatediff_video2video.py b/src/diffusers/pipelines/animatediff/pipeline_animatediff_video2video.py
index 51a9a31c4259..b34cb37db1fc 100644
--- a/src/diffusers/pipelines/animatediff/pipeline_animatediff_video2video.py
+++ b/src/diffusers/pipelines/animatediff/pipeline_animatediff_video2video.py
@@ -239,6 +239,11 @@ def __init__(
         image_encoder: CLIPVisionModelWithProjection = None,
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
         if isinstance(unet, UNet2DConditionModel):
             unet = UNetMotionModel.from_unet2d(unet, motion_adapter)
 
@@ -883,7 +888,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._clip_skip = clip_skip
         self._cross_attention_kwargs = cross_attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, (str, dict)):
diff --git a/src/diffusers/pipelines/animatediff/pipeline_animatediff_video2video_controlnet.py b/src/diffusers/pipelines/animatediff/pipeline_animatediff_video2video_controlnet.py
index c3ac7df2cc8c..fdede69257f3 100644
--- a/src/diffusers/pipelines/animatediff/pipeline_animatediff_video2video_controlnet.py
+++ b/src/diffusers/pipelines/animatediff/pipeline_animatediff_video2video_controlnet.py
@@ -262,6 +262,11 @@ def __init__(
         image_encoder: CLIPVisionModelWithProjection = None,
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
         if isinstance(unet, UNet2DConditionModel):
             unet = UNetMotionModel.from_unet2d(unet, motion_adapter)
 
@@ -1086,7 +1091,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._clip_skip = clip_skip
         self._cross_attention_kwargs = cross_attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, (str, dict)):
diff --git a/src/diffusers/pipelines/aura_flow/pipeline_aura_flow.py b/src/diffusers/pipelines/aura_flow/pipeline_aura_flow.py
index 1d75e4bef31e..590ee76262d9 100644
--- a/src/diffusers/pipelines/aura_flow/pipeline_aura_flow.py
+++ b/src/diffusers/pipelines/aura_flow/pipeline_aura_flow.py
@@ -154,6 +154,9 @@ def __init__(
         scheduler: FlowMatchEulerDiscreteScheduler,
     ):
         super().__init__()
+        self._guidance_scale = 3.5
+        self._attention_kwargs = None
+        self._num_timesteps = 0
 
         self.register_modules(
             tokenizer=tokenizer, text_encoder=text_encoder, vae=vae, transformer=transformer, scheduler=scheduler
diff --git a/src/diffusers/pipelines/bria/pipeline_bria.py b/src/diffusers/pipelines/bria/pipeline_bria.py
index a22a756005ac..f6c191bf0b0e 100644
--- a/src/diffusers/pipelines/bria/pipeline_bria.py
+++ b/src/diffusers/pipelines/bria/pipeline_bria.py
@@ -123,6 +123,12 @@ def __init__(
         image_encoder: CLIPVisionModelWithProjection = None,
         feature_extractor: CLIPImageProcessor = None,
     ):
+        super().__init__()
+        self._guidance_scale = 5.0
+        self._attention_kwargs = None
+        self._interrupt = False
+        self._num_timesteps = 0
+
         self.register_modules(
             vae=vae,
             text_encoder=text_encoder,
diff --git a/src/diffusers/pipelines/bria_fibo/pipeline_bria_fibo.py b/src/diffusers/pipelines/bria_fibo/pipeline_bria_fibo.py
index 8fd29756b290..6fd08559e538 100644
--- a/src/diffusers/pipelines/bria_fibo/pipeline_bria_fibo.py
+++ b/src/diffusers/pipelines/bria_fibo/pipeline_bria_fibo.py
@@ -107,6 +107,11 @@ def __init__(
             scheduler=scheduler,
         )
 
+        self._guidance_scale = 5.0
+        self._joint_attention_kwargs = None
+        self._interrupt = False
+        self._num_timesteps = 0
+
         self.vae_scale_factor = 16
         self.image_processor = VaeImageProcessor(vae_scale_factor=self.vae_scale_factor * 2)
         self.default_sample_size = 64
diff --git a/src/diffusers/pipelines/chroma/pipeline_chroma.py b/src/diffusers/pipelines/chroma/pipeline_chroma.py
index ed6c2c2105b6..f7dfbfdb4d4d 100644
--- a/src/diffusers/pipelines/chroma/pipeline_chroma.py
+++ b/src/diffusers/pipelines/chroma/pipeline_chroma.py
@@ -190,6 +190,11 @@ def __init__(
         feature_extractor: CLIPImageProcessor = None,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._joint_attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
 
         self.register_modules(
             vae=vae,
diff --git a/src/diffusers/pipelines/chroma/pipeline_chroma_img2img.py b/src/diffusers/pipelines/chroma/pipeline_chroma_img2img.py
index 470c746e4146..9e90683a530c 100644
--- a/src/diffusers/pipelines/chroma/pipeline_chroma_img2img.py
+++ b/src/diffusers/pipelines/chroma/pipeline_chroma_img2img.py
@@ -202,6 +202,11 @@ def __init__(
         feature_extractor: CLIPImageProcessor = None,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._joint_attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
 
         self.register_modules(
             vae=vae,
diff --git a/src/diffusers/pipelines/chronoedit/pipeline_chronoedit.py b/src/diffusers/pipelines/chronoedit/pipeline_chronoedit.py
index 79f6580fbed6..b331e74b3b71 100644
--- a/src/diffusers/pipelines/chronoedit/pipeline_chronoedit.py
+++ b/src/diffusers/pipelines/chronoedit/pipeline_chronoedit.py
@@ -167,6 +167,11 @@ def __init__(
     ):
         super().__init__()
 
+        self._guidance_scale = 5.0
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
         self.register_modules(
             vae=vae,
             text_encoder=text_encoder,
diff --git a/src/diffusers/pipelines/cogvideo/pipeline_cogvideox.py b/src/diffusers/pipelines/cogvideo/pipeline_cogvideox.py
index 245c794c9c93..34c516e0bb59 100644
--- a/src/diffusers/pipelines/cogvideo/pipeline_cogvideox.py
+++ b/src/diffusers/pipelines/cogvideo/pipeline_cogvideox.py
@@ -185,6 +185,11 @@ def __init__(
         scheduler: Union[CogVideoXDDIMScheduler, CogVideoXDPMScheduler],
     ):
         super().__init__()
+        self._guidance_scale = 6
+        self._num_timesteps = 0
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
 
         self.register_modules(
             tokenizer=tokenizer, text_encoder=text_encoder, vae=vae, transformer=transformer, scheduler=scheduler
@@ -631,8 +636,6 @@ def __call__(
         )
         self._guidance_scale = guidance_scale
         self._attention_kwargs = attention_kwargs
-        self._current_timestep = None
-        self._interrupt = False
 
         # 2. Default call parameters
         if prompt is not None and isinstance(prompt, str):
@@ -737,7 +740,7 @@ def __call__(
 
                 # perform guidance
                 if use_dynamic_cfg:
-                    self._guidance_scale = 1 + guidance_scale * (
+                    self._guidance_scale = 6 + guidance_scale * (
                         (1 - math.cos(math.pi * ((num_inference_steps - t.item()) / num_inference_steps) ** 5.0)) / 2
                     )
                 if do_classifier_free_guidance:
diff --git a/src/diffusers/pipelines/cogvideo/pipeline_cogvideox_fun_control.py b/src/diffusers/pipelines/cogvideo/pipeline_cogvideox_fun_control.py
index 456f0bda1644..12f6c3c3a163 100644
--- a/src/diffusers/pipelines/cogvideo/pipeline_cogvideox_fun_control.py
+++ b/src/diffusers/pipelines/cogvideo/pipeline_cogvideox_fun_control.py
@@ -192,6 +192,11 @@ def __init__(
         scheduler: KarrasDiffusionSchedulers,
     ):
         super().__init__()
+        self._guidance_scale = 6
+        self._num_timesteps = 0
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
 
         self.register_modules(
             tokenizer=tokenizer, text_encoder=text_encoder, vae=vae, transformer=transformer, scheduler=scheduler
@@ -684,8 +689,6 @@ def __call__(
         )
         self._guidance_scale = guidance_scale
         self._attention_kwargs = attention_kwargs
-        self._current_timestep = None
-        self._interrupt = False
 
         # 2. Default call parameters
         if prompt is not None and isinstance(prompt, str):
@@ -803,7 +806,7 @@ def __call__(
 
                 # perform guidance
                 if use_dynamic_cfg:
-                    self._guidance_scale = 1 + guidance_scale * (
+                    self._guidance_scale = 6 + guidance_scale * (
                         (1 - math.cos(math.pi * ((num_inference_steps - t.item()) / num_inference_steps) ** 5.0)) / 2
                     )
                 if do_classifier_free_guidance:
diff --git a/src/diffusers/pipelines/cogvideo/pipeline_cogvideox_image2video.py b/src/diffusers/pipelines/cogvideo/pipeline_cogvideox_image2video.py
index 321f0f073fe7..4b9abb0c1feb 100644
--- a/src/diffusers/pipelines/cogvideo/pipeline_cogvideox_image2video.py
+++ b/src/diffusers/pipelines/cogvideo/pipeline_cogvideox_image2video.py
@@ -198,6 +198,11 @@ def __init__(
         scheduler: Union[CogVideoXDDIMScheduler, CogVideoXDPMScheduler],
     ):
         super().__init__()
+        self._guidance_scale = 6
+        self._num_timesteps = 0
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
 
         self.register_modules(
             tokenizer=tokenizer,
@@ -728,9 +733,7 @@ def __call__(
             negative_prompt_embeds=negative_prompt_embeds,
         )
         self._guidance_scale = guidance_scale
-        self._current_timestep = None
         self._attention_kwargs = attention_kwargs
-        self._interrupt = False
 
         # 2. Default call parameters
         if prompt is not None and isinstance(prompt, str):
@@ -847,7 +850,7 @@ def __call__(
 
                 # perform guidance
                 if use_dynamic_cfg:
-                    self._guidance_scale = 1 + guidance_scale * (
+                    self._guidance_scale = 6 + guidance_scale * (
                         (1 - math.cos(math.pi * ((num_inference_steps - t.item()) / num_inference_steps) ** 5.0)) / 2
                     )
                 if do_classifier_free_guidance:
diff --git a/src/diffusers/pipelines/cogvideo/pipeline_cogvideox_video2video.py b/src/diffusers/pipelines/cogvideo/pipeline_cogvideox_video2video.py
index e27c572020d6..44a453ad2656 100644
--- a/src/diffusers/pipelines/cogvideo/pipeline_cogvideox_video2video.py
+++ b/src/diffusers/pipelines/cogvideo/pipeline_cogvideox_video2video.py
@@ -207,6 +207,11 @@ def __init__(
         scheduler: Union[CogVideoXDDIMScheduler, CogVideoXDPMScheduler],
     ):
         super().__init__()
+        self._guidance_scale = 6
+        self._num_timesteps = 0
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
 
         self.register_modules(
             tokenizer=tokenizer, text_encoder=text_encoder, vae=vae, transformer=transformer, scheduler=scheduler
@@ -704,8 +709,6 @@ def __call__(
         )
         self._guidance_scale = guidance_scale
         self._attention_kwargs = attention_kwargs
-        self._current_timestep = None
-        self._interrupt = False
 
         # 2. Default call parameters
         if prompt is not None and isinstance(prompt, str):
@@ -818,7 +821,7 @@ def __call__(
 
                 # perform guidance
                 if use_dynamic_cfg:
-                    self._guidance_scale = 1 + guidance_scale * (
+                    self._guidance_scale = 6 + guidance_scale * (
                         (1 - math.cos(math.pi * ((num_inference_steps - t.item()) / num_inference_steps) ** 5.0)) / 2
                     )
                 if do_classifier_free_guidance:
diff --git a/src/diffusers/pipelines/cogview3/pipeline_cogview3plus.py b/src/diffusers/pipelines/cogview3/pipeline_cogview3plus.py
index 46f60d24a467..cd198a349cf0 100644
--- a/src/diffusers/pipelines/cogview3/pipeline_cogview3plus.py
+++ b/src/diffusers/pipelines/cogview3/pipeline_cogview3plus.py
@@ -156,6 +156,9 @@ def __init__(
         scheduler: Union[CogVideoXDDIMScheduler, CogVideoXDPMScheduler],
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             tokenizer=tokenizer, text_encoder=text_encoder, vae=vae, transformer=transformer, scheduler=scheduler
@@ -534,7 +537,6 @@ def __call__(
             negative_prompt_embeds,
         )
         self._guidance_scale = guidance_scale
-        self._interrupt = False
 
         # 2. Default call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/cogview4/pipeline_cogview4.py b/src/diffusers/pipelines/cogview4/pipeline_cogview4.py
index 9a2d555538d5..275245f88162 100644
--- a/src/diffusers/pipelines/cogview4/pipeline_cogview4.py
+++ b/src/diffusers/pipelines/cogview4/pipeline_cogview4.py
@@ -168,6 +168,11 @@ def __init__(
         scheduler: FlowMatchEulerDiscreteScheduler,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._num_timesteps = 0
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
 
         self.register_modules(
             tokenizer=tokenizer, text_encoder=text_encoder, vae=vae, transformer=transformer, scheduler=scheduler
@@ -535,8 +540,6 @@ def __call__(
         )
         self._guidance_scale = guidance_scale
         self._attention_kwargs = attention_kwargs
-        self._current_timestep = None
-        self._interrupt = False
 
         # Default call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/cogview4/pipeline_cogview4_control.py b/src/diffusers/pipelines/cogview4/pipeline_cogview4_control.py
index 2d6785f791db..59c2f238a44a 100644
--- a/src/diffusers/pipelines/cogview4/pipeline_cogview4_control.py
+++ b/src/diffusers/pipelines/cogview4/pipeline_cogview4_control.py
@@ -170,6 +170,11 @@ def __init__(
         scheduler: FlowMatchEulerDiscreteScheduler,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._num_timesteps = 0
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
 
         self.register_modules(
             tokenizer=tokenizer, text_encoder=text_encoder, vae=vae, transformer=transformer, scheduler=scheduler
@@ -567,8 +572,6 @@ def __call__(
         )
         self._guidance_scale = guidance_scale
         self._attention_kwargs = attention_kwargs
-        self._current_timestep = None
-        self._interrupt = False
 
         # Default call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/consisid/pipeline_consisid.py b/src/diffusers/pipelines/consisid/pipeline_consisid.py
index 3e6c149d7f80..96aa2052eaa8 100644
--- a/src/diffusers/pipelines/consisid/pipeline_consisid.py
+++ b/src/diffusers/pipelines/consisid/pipeline_consisid.py
@@ -288,6 +288,10 @@ def __init__(
         scheduler: CogVideoXDPMScheduler,
     ):
         super().__init__()
+        self._guidance_scale = 6.0
+        self._num_timesteps = 0
+        self._attention_kwargs = None
+        self._interrupt = False
 
         self.register_modules(
             tokenizer=tokenizer,
@@ -808,7 +812,6 @@ def __call__(
         )
         self._guidance_scale = guidance_scale
         self._attention_kwargs = attention_kwargs
-        self._interrupt = False
 
         # 2. Default call parameters
         if prompt is not None and isinstance(prompt, str):
@@ -916,7 +919,7 @@ def __call__(
 
                 # perform guidance
                 if use_dynamic_cfg:
-                    self._guidance_scale = 1 + guidance_scale * (
+                    self._guidance_scale = 6.0 + guidance_scale * (
                         (
                             1
                             - math.cos(
diff --git a/src/diffusers/pipelines/controlnet/pipeline_controlnet.py b/src/diffusers/pipelines/controlnet/pipeline_controlnet.py
index e2fb32688392..5e5e7f682852 100644
--- a/src/diffusers/pipelines/controlnet/pipeline_controlnet.py
+++ b/src/diffusers/pipelines/controlnet/pipeline_controlnet.py
@@ -223,6 +223,11 @@ def __init__(
         requires_safety_checker: bool = True,
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         if safety_checker is None and requires_safety_checker:
             logger.warning(
@@ -1100,7 +1105,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._clip_skip = clip_skip
         self._cross_attention_kwargs = cross_attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/controlnet/pipeline_controlnet_img2img.py b/src/diffusers/pipelines/controlnet/pipeline_controlnet_img2img.py
index 12cc6f630d80..7d889c129eef 100644
--- a/src/diffusers/pipelines/controlnet/pipeline_controlnet_img2img.py
+++ b/src/diffusers/pipelines/controlnet/pipeline_controlnet_img2img.py
@@ -201,6 +201,11 @@ def __init__(
         requires_safety_checker: bool = True,
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         if safety_checker is None and requires_safety_checker:
             logger.warning(
@@ -1092,7 +1097,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._clip_skip = clip_skip
         self._cross_attention_kwargs = cross_attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/controlnet/pipeline_controlnet_inpaint.py b/src/diffusers/pipelines/controlnet/pipeline_controlnet_inpaint.py
index 6de8e5747b02..1a69b432f92c 100644
--- a/src/diffusers/pipelines/controlnet/pipeline_controlnet_inpaint.py
+++ b/src/diffusers/pipelines/controlnet/pipeline_controlnet_inpaint.py
@@ -204,6 +204,11 @@ def __init__(
         requires_safety_checker: bool = True,
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         if safety_checker is None and requires_safety_checker:
             logger.warning(
@@ -1206,7 +1211,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._clip_skip = clip_skip
         self._cross_attention_kwargs = cross_attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/controlnet/pipeline_controlnet_inpaint_sd_xl.py b/src/diffusers/pipelines/controlnet/pipeline_controlnet_inpaint_sd_xl.py
index fb09d04832f3..a24c7ef8e206 100644
--- a/src/diffusers/pipelines/controlnet/pipeline_controlnet_inpaint_sd_xl.py
+++ b/src/diffusers/pipelines/controlnet/pipeline_controlnet_inpaint_sd_xl.py
@@ -253,6 +253,11 @@ def __init__(
         image_encoder: Optional[CLIPVisionModelWithProjection] = None,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         if isinstance(controlnet, (list, tuple)):
             controlnet = MultiControlNetModel(controlnet)
@@ -1444,7 +1449,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._clip_skip = clip_skip
         self._cross_attention_kwargs = cross_attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/controlnet/pipeline_controlnet_sd_xl.py b/src/diffusers/pipelines/controlnet/pipeline_controlnet_sd_xl.py
index 283c3f92390c..5d0889fedb64 100644
--- a/src/diffusers/pipelines/controlnet/pipeline_controlnet_sd_xl.py
+++ b/src/diffusers/pipelines/controlnet/pipeline_controlnet_sd_xl.py
@@ -265,6 +265,12 @@ def __init__(
         image_encoder: CLIPVisionModelWithProjection = None,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._denoising_end = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         if isinstance(controlnet, (list, tuple)):
             controlnet = MultiControlNetModel(controlnet)
@@ -1249,7 +1255,6 @@ def __call__(
         self._clip_skip = clip_skip
         self._cross_attention_kwargs = cross_attention_kwargs
         self._denoising_end = denoising_end
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/controlnet/pipeline_controlnet_sd_xl_img2img.py b/src/diffusers/pipelines/controlnet/pipeline_controlnet_sd_xl_img2img.py
index 94c4c394465b..7108a0c17082 100644
--- a/src/diffusers/pipelines/controlnet/pipeline_controlnet_sd_xl_img2img.py
+++ b/src/diffusers/pipelines/controlnet/pipeline_controlnet_sd_xl_img2img.py
@@ -258,6 +258,11 @@ def __init__(
         image_encoder: CLIPVisionModelWithProjection = None,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         if isinstance(controlnet, (list, tuple)):
             controlnet = MultiControlNetModel(controlnet)
@@ -1342,7 +1347,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._clip_skip = clip_skip
         self._cross_attention_kwargs = cross_attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/controlnet/pipeline_controlnet_union_inpaint_sd_xl.py b/src/diffusers/pipelines/controlnet/pipeline_controlnet_union_inpaint_sd_xl.py
index e234015f8616..ccd3022c2a4f 100644
--- a/src/diffusers/pipelines/controlnet/pipeline_controlnet_union_inpaint_sd_xl.py
+++ b/src/diffusers/pipelines/controlnet/pipeline_controlnet_union_inpaint_sd_xl.py
@@ -242,6 +242,11 @@ def __init__(
         image_encoder: Optional[CLIPVisionModelWithProjection] = None,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         if isinstance(controlnet, (list, tuple)):
             controlnet = MultiControlNetUnionModel(controlnet)
@@ -1453,7 +1458,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._clip_skip = clip_skip
         self._cross_attention_kwargs = cross_attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/controlnet/pipeline_controlnet_union_sd_xl.py b/src/diffusers/pipelines/controlnet/pipeline_controlnet_union_sd_xl.py
index 99f2958b320e..0c051f0c9180 100644
--- a/src/diffusers/pipelines/controlnet/pipeline_controlnet_union_sd_xl.py
+++ b/src/diffusers/pipelines/controlnet/pipeline_controlnet_union_sd_xl.py
@@ -256,6 +256,12 @@ def __init__(
         image_encoder: CLIPVisionModelWithProjection = None,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._denoising_end = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         if isinstance(controlnet, (list, tuple)):
             controlnet = MultiControlNetUnionModel(controlnet)
@@ -1237,7 +1243,6 @@ def __call__(
         self._clip_skip = clip_skip
         self._cross_attention_kwargs = cross_attention_kwargs
         self._denoising_end = denoising_end
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/controlnet/pipeline_controlnet_union_sd_xl_img2img.py b/src/diffusers/pipelines/controlnet/pipeline_controlnet_union_sd_xl_img2img.py
index 4d0093132b9c..77734bd46025 100644
--- a/src/diffusers/pipelines/controlnet/pipeline_controlnet_union_sd_xl_img2img.py
+++ b/src/diffusers/pipelines/controlnet/pipeline_controlnet_union_sd_xl_img2img.py
@@ -274,6 +274,11 @@ def __init__(
         image_encoder: CLIPVisionModelWithProjection = None,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         if isinstance(controlnet, (list, tuple)):
             controlnet = MultiControlNetUnionModel(controlnet)
@@ -1360,7 +1365,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._clip_skip = clip_skip
         self._cross_attention_kwargs = cross_attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/controlnet_hunyuandit/pipeline_hunyuandit_controlnet.py b/src/diffusers/pipelines/controlnet_hunyuandit/pipeline_hunyuandit_controlnet.py
index 29a7d6147638..49ebf9d9d370 100644
--- a/src/diffusers/pipelines/controlnet_hunyuandit/pipeline_hunyuandit_controlnet.py
+++ b/src/diffusers/pipelines/controlnet_hunyuandit/pipeline_hunyuandit_controlnet.py
@@ -233,6 +233,10 @@ def __init__(
         requires_safety_checker: bool = True,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._guidance_rescale = 0.0
+        self._num_timesteps = 0
+        self._interrupt = False
         if isinstance(controlnet, (list, tuple)):
             controlnet = HunyuanDiT2DMultiControlNetModel(controlnet)
 
@@ -797,7 +801,6 @@ def __call__(
         )
         self._guidance_scale = guidance_scale
         self._guidance_rescale = guidance_rescale
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/controlnet_sd3/pipeline_stable_diffusion_3_controlnet.py b/src/diffusers/pipelines/controlnet_sd3/pipeline_stable_diffusion_3_controlnet.py
index d721acc77c2a..1f297a32c1f8 100644
--- a/src/diffusers/pipelines/controlnet_sd3/pipeline_stable_diffusion_3_controlnet.py
+++ b/src/diffusers/pipelines/controlnet_sd3/pipeline_stable_diffusion_3_controlnet.py
@@ -206,6 +206,11 @@ def __init__(
         feature_extractor: Optional[SiglipImageProcessor] = None,
     ):
         super().__init__()
+        self._guidance_scale = 7.0
+        self._clip_skip = None
+        self._joint_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
         if isinstance(controlnet, (list, tuple)):
             controlnet = SD3MultiControlNetModel(controlnet)
         if isinstance(controlnet, SD3MultiControlNetModel):
@@ -1010,7 +1015,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._clip_skip = clip_skip
         self._joint_attention_kwargs = joint_attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/controlnet_sd3/pipeline_stable_diffusion_3_controlnet_inpainting.py b/src/diffusers/pipelines/controlnet_sd3/pipeline_stable_diffusion_3_controlnet_inpainting.py
index 2071305cdf10..9cebda46e6a1 100644
--- a/src/diffusers/pipelines/controlnet_sd3/pipeline_stable_diffusion_3_controlnet_inpainting.py
+++ b/src/diffusers/pipelines/controlnet_sd3/pipeline_stable_diffusion_3_controlnet_inpainting.py
@@ -229,6 +229,12 @@ def __init__(
         feature_extractor: Optional[SiglipImageProcessor] = None,
     ):
         super().__init__()
+        self._guidance_scale = 7.0
+        self._clip_skip = None
+        self._joint_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
+
         if isinstance(controlnet, (list, tuple)):
             controlnet = SD3MultiControlNetModel(controlnet)
 
@@ -1182,7 +1188,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._clip_skip = clip_skip
         self._joint_attention_kwargs = joint_attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/controlnet_xs/pipeline_controlnet_xs.py b/src/diffusers/pipelines/controlnet_xs/pipeline_controlnet_xs.py
index 3682ddc91156..17762cd13c0f 100644
--- a/src/diffusers/pipelines/controlnet_xs/pipeline_controlnet_xs.py
+++ b/src/diffusers/pipelines/controlnet_xs/pipeline_controlnet_xs.py
@@ -158,6 +158,9 @@ def __init__(
         requires_safety_checker: bool = True,
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
 
         if isinstance(unet, UNet2DConditionModel):
             unet = UNetControlNetXSModel.from_unet(unet, controlnet)
@@ -773,7 +776,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._clip_skip = clip_skip
         self._cross_attention_kwargs = cross_attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/controlnet_xs/pipeline_controlnet_xs_sd_xl.py b/src/diffusers/pipelines/controlnet_xs/pipeline_controlnet_xs_sd_xl.py
index 7bf610f3a0ba..ac6eecf08046 100644
--- a/src/diffusers/pipelines/controlnet_xs/pipeline_controlnet_xs_sd_xl.py
+++ b/src/diffusers/pipelines/controlnet_xs/pipeline_controlnet_xs_sd_xl.py
@@ -190,6 +190,9 @@ def __init__(
         feature_extractor: CLIPImageProcessor = None,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
 
         if isinstance(unet, UNet2DConditionModel):
             unet = UNetControlNetXSModel.from_unet(unet, controlnet)
@@ -905,7 +908,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._clip_skip = clip_skip
         self._cross_attention_kwargs = cross_attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/cosmos/pipeline_cosmos2_5_predict.py b/src/diffusers/pipelines/cosmos/pipeline_cosmos2_5_predict.py
index ea9df999ddd6..c132911b1695 100644
--- a/src/diffusers/pipelines/cosmos/pipeline_cosmos2_5_predict.py
+++ b/src/diffusers/pipelines/cosmos/pipeline_cosmos2_5_predict.py
@@ -202,6 +202,10 @@ def __init__(
         safety_checker: CosmosSafetyChecker = None,
     ):
         super().__init__()
+        self._guidance_scale = 7.0
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
 
         if safety_checker is None:
             safety_checker = CosmosSafetyChecker()
diff --git a/src/diffusers/pipelines/cosmos/pipeline_cosmos2_text2image.py b/src/diffusers/pipelines/cosmos/pipeline_cosmos2_text2image.py
index 66490c2be159..196aad07f8a2 100644
--- a/src/diffusers/pipelines/cosmos/pipeline_cosmos2_text2image.py
+++ b/src/diffusers/pipelines/cosmos/pipeline_cosmos2_text2image.py
@@ -170,6 +170,10 @@ def __init__(
         safety_checker: CosmosSafetyChecker = None,
     ):
         super().__init__()
+        self._guidance_scale = 7.0
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
 
         if safety_checker is None:
             safety_checker = CosmosSafetyChecker()
diff --git a/src/diffusers/pipelines/cosmos/pipeline_cosmos2_video2world.py b/src/diffusers/pipelines/cosmos/pipeline_cosmos2_video2world.py
index 23a74ad00f93..b45c966bb3e8 100644
--- a/src/diffusers/pipelines/cosmos/pipeline_cosmos2_video2world.py
+++ b/src/diffusers/pipelines/cosmos/pipeline_cosmos2_video2world.py
@@ -189,6 +189,10 @@ def __init__(
         safety_checker: CosmosSafetyChecker = None,
     ):
         super().__init__()
+        self._guidance_scale = 7.0
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
 
         if safety_checker is None:
             safety_checker = CosmosSafetyChecker()
diff --git a/src/diffusers/pipelines/cosmos/pipeline_cosmos_text2world.py b/src/diffusers/pipelines/cosmos/pipeline_cosmos_text2world.py
index f0aa1ecf0e0f..b79791e81639 100644
--- a/src/diffusers/pipelines/cosmos/pipeline_cosmos_text2world.py
+++ b/src/diffusers/pipelines/cosmos/pipeline_cosmos_text2world.py
@@ -167,6 +167,10 @@ def __init__(
         safety_checker: CosmosSafetyChecker = None,
     ):
         super().__init__()
+        self._guidance_scale = 7.0
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
 
         if safety_checker is None:
             safety_checker = CosmosSafetyChecker()
diff --git a/src/diffusers/pipelines/cosmos/pipeline_cosmos_video2world.py b/src/diffusers/pipelines/cosmos/pipeline_cosmos_video2world.py
index cd5a734cc311..ab008681f8c9 100644
--- a/src/diffusers/pipelines/cosmos/pipeline_cosmos_video2world.py
+++ b/src/diffusers/pipelines/cosmos/pipeline_cosmos_video2world.py
@@ -211,6 +211,10 @@ def __init__(
         safety_checker: CosmosSafetyChecker = None,
     ):
         super().__init__()
+        self._guidance_scale = 7.0
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
 
         if safety_checker is None:
             safety_checker = CosmosSafetyChecker()
diff --git a/src/diffusers/pipelines/deprecated/alt_diffusion/pipeline_alt_diffusion.py b/src/diffusers/pipelines/deprecated/alt_diffusion/pipeline_alt_diffusion.py
index 6f484aa3e298..231efa1ee393 100644
--- a/src/diffusers/pipelines/deprecated/alt_diffusion/pipeline_alt_diffusion.py
+++ b/src/diffusers/pipelines/deprecated/alt_diffusion/pipeline_alt_diffusion.py
@@ -209,6 +209,11 @@ def __init__(
         requires_safety_checker: bool = True,
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._guidance_rescale = 0.0
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
 
         if scheduler is not None and getattr(scheduler.config, "steps_offset", 1) != 1:
             deprecation_message = (
diff --git a/src/diffusers/pipelines/deprecated/alt_diffusion/pipeline_alt_diffusion_img2img.py b/src/diffusers/pipelines/deprecated/alt_diffusion/pipeline_alt_diffusion_img2img.py
index d6bf90120755..1b2118d1a3f1 100644
--- a/src/diffusers/pipelines/deprecated/alt_diffusion/pipeline_alt_diffusion_img2img.py
+++ b/src/diffusers/pipelines/deprecated/alt_diffusion/pipeline_alt_diffusion_img2img.py
@@ -237,6 +237,10 @@ def __init__(
         requires_safety_checker: bool = True,
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
 
         if scheduler is not None and getattr(scheduler.config, "steps_offset", 1) != 1:
             deprecation_message = (
diff --git a/src/diffusers/pipelines/easyanimate/pipeline_easyanimate.py b/src/diffusers/pipelines/easyanimate/pipeline_easyanimate.py
index 86c4d6812130..a4dc86ca5abd 100755
--- a/src/diffusers/pipelines/easyanimate/pipeline_easyanimate.py
+++ b/src/diffusers/pipelines/easyanimate/pipeline_easyanimate.py
@@ -217,6 +217,10 @@ def __init__(
         scheduler: FlowMatchEulerDiscreteScheduler,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._guidance_rescale = 0.0
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -630,7 +634,6 @@ def __call__(
         )
         self._guidance_scale = guidance_scale
         self._guidance_rescale = guidance_rescale
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/easyanimate/pipeline_easyanimate_control.py b/src/diffusers/pipelines/easyanimate/pipeline_easyanimate_control.py
index b28a2c9fb273..b96ae53d9c2b 100755
--- a/src/diffusers/pipelines/easyanimate/pipeline_easyanimate_control.py
+++ b/src/diffusers/pipelines/easyanimate/pipeline_easyanimate_control.py
@@ -319,6 +319,10 @@ def __init__(
         scheduler: FlowMatchEulerDiscreteScheduler,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._guidance_rescale = 0.0
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -773,7 +777,6 @@ def __call__(
         )
         self._guidance_scale = guidance_scale
         self._guidance_rescale = guidance_rescale
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/easyanimate/pipeline_easyanimate_inpaint.py b/src/diffusers/pipelines/easyanimate/pipeline_easyanimate_inpaint.py
index ec394315ee93..50482f33be80 100755
--- a/src/diffusers/pipelines/easyanimate/pipeline_easyanimate_inpaint.py
+++ b/src/diffusers/pipelines/easyanimate/pipeline_easyanimate_inpaint.py
@@ -361,6 +361,10 @@ def __init__(
         scheduler: FlowMatchEulerDiscreteScheduler,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._guidance_rescale = 0.0
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -920,7 +924,6 @@ def __call__(
         )
         self._guidance_scale = guidance_scale
         self._guidance_rescale = guidance_rescale
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/flux/pipeline_flux.py b/src/diffusers/pipelines/flux/pipeline_flux.py
index 9562722dbee3..70bbaaa0e9b4 100644
--- a/src/diffusers/pipelines/flux/pipeline_flux.py
+++ b/src/diffusers/pipelines/flux/pipeline_flux.py
@@ -194,6 +194,11 @@ def __init__(
         feature_extractor: CLIPImageProcessor = None,
     ):
         super().__init__()
+        self._guidance_scale = 3.5
+        self._joint_attention_kwargs = None
+        self._num_timesteps = 0
+        self._current_timestep = None
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -801,8 +806,6 @@ def __call__(
 
         self._guidance_scale = guidance_scale
         self._joint_attention_kwargs = joint_attention_kwargs
-        self._current_timestep = None
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/flux/pipeline_flux_control.py b/src/diffusers/pipelines/flux/pipeline_flux_control.py
index 77f971d57a80..ca76a4547680 100644
--- a/src/diffusers/pipelines/flux/pipeline_flux_control.py
+++ b/src/diffusers/pipelines/flux/pipeline_flux_control.py
@@ -204,6 +204,10 @@ def __init__(
         transformer: FluxTransformer2DModel,
     ):
         super().__init__()
+        self._guidance_scale = 3.5
+        self._joint_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -751,7 +755,6 @@ def __call__(
 
         self._guidance_scale = guidance_scale
         self._joint_attention_kwargs = joint_attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/flux/pipeline_flux_control_img2img.py b/src/diffusers/pipelines/flux/pipeline_flux_control_img2img.py
index e1bbc6735051..ee60f19729ed 100644
--- a/src/diffusers/pipelines/flux/pipeline_flux_control_img2img.py
+++ b/src/diffusers/pipelines/flux/pipeline_flux_control_img2img.py
@@ -217,6 +217,10 @@ def __init__(
         transformer: FluxTransformer2DModel,
     ):
         super().__init__()
+        self._guidance_scale = 7.0
+        self._joint_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -765,7 +769,6 @@ def __call__(
 
         self._guidance_scale = guidance_scale
         self._joint_attention_kwargs = joint_attention_kwargs
-        self._interrupt = False
 
         # 2. Preprocess image
         init_image = self.image_processor.preprocess(image, height=height, width=width)
diff --git a/src/diffusers/pipelines/flux/pipeline_flux_control_inpaint.py b/src/diffusers/pipelines/flux/pipeline_flux_control_inpaint.py
index b02e74d3b2d6..07c3c079bac4 100644
--- a/src/diffusers/pipelines/flux/pipeline_flux_control_inpaint.py
+++ b/src/diffusers/pipelines/flux/pipeline_flux_control_inpaint.py
@@ -249,6 +249,10 @@ def __init__(
         transformer: FluxTransformer2DModel,
     ):
         super().__init__()
+        self._guidance_scale = 7.0
+        self._joint_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -948,7 +952,6 @@ def __call__(
 
         self._guidance_scale = guidance_scale
         self._joint_attention_kwargs = joint_attention_kwargs
-        self._interrupt = False
         device = self._execution_device
 
         # 3. Define call parameters
diff --git a/src/diffusers/pipelines/flux/pipeline_flux_controlnet.py b/src/diffusers/pipelines/flux/pipeline_flux_controlnet.py
index 78de4f617f84..388a6133b524 100644
--- a/src/diffusers/pipelines/flux/pipeline_flux_controlnet.py
+++ b/src/diffusers/pipelines/flux/pipeline_flux_controlnet.py
@@ -221,6 +221,10 @@ def __init__(
         feature_extractor: CLIPImageProcessor = None,
     ):
         super().__init__()
+        self._guidance_scale = 7.0
+        self._joint_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
         if isinstance(controlnet, (list, tuple)):
             controlnet = FluxMultiControlNetModel(controlnet)
 
@@ -842,7 +846,6 @@ def __call__(
 
         self._guidance_scale = guidance_scale
         self._joint_attention_kwargs = joint_attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/flux/pipeline_flux_controlnet_image_to_image.py b/src/diffusers/pipelines/flux/pipeline_flux_controlnet_image_to_image.py
index 5bf593258f49..8182be742763 100644
--- a/src/diffusers/pipelines/flux/pipeline_flux_controlnet_image_to_image.py
+++ b/src/diffusers/pipelines/flux/pipeline_flux_controlnet_image_to_image.py
@@ -214,6 +214,10 @@ def __init__(
         ],
     ):
         super().__init__()
+        self._guidance_scale = 7.0
+        self._joint_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
         if isinstance(controlnet, (list, tuple)):
             controlnet = FluxMultiControlNetModel(controlnet)
 
@@ -754,7 +758,6 @@ def __call__(
 
         self._guidance_scale = guidance_scale
         self._joint_attention_kwargs = joint_attention_kwargs
-        self._interrupt = False
 
         if prompt is not None and isinstance(prompt, str):
             batch_size = 1
diff --git a/src/diffusers/pipelines/flux/pipeline_flux_controlnet_inpainting.py b/src/diffusers/pipelines/flux/pipeline_flux_controlnet_inpainting.py
index a1e1f5f5e9e5..baf5a58fee67 100644
--- a/src/diffusers/pipelines/flux/pipeline_flux_controlnet_inpainting.py
+++ b/src/diffusers/pipelines/flux/pipeline_flux_controlnet_inpainting.py
@@ -216,6 +216,10 @@ def __init__(
         ],
     ):
         super().__init__()
+        self._guidance_scale = 7.0
+        self._joint_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
         if isinstance(controlnet, (list, tuple)):
             controlnet = FluxMultiControlNetModel(controlnet)
 
@@ -880,7 +884,6 @@ def __call__(
 
         self._guidance_scale = guidance_scale
         self._joint_attention_kwargs = joint_attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/flux/pipeline_flux_fill.py b/src/diffusers/pipelines/flux/pipeline_flux_fill.py
index 8ec9871d2579..e2d5591bced8 100644
--- a/src/diffusers/pipelines/flux/pipeline_flux_fill.py
+++ b/src/diffusers/pipelines/flux/pipeline_flux_fill.py
@@ -212,6 +212,10 @@ def __init__(
         transformer: FluxTransformer2DModel,
     ):
         super().__init__()
+        self._guidance_scale = 30.0
+        self._joint_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -888,7 +892,6 @@ def __call__(
 
         self._guidance_scale = guidance_scale
         self._joint_attention_kwargs = joint_attention_kwargs
-        self._interrupt = False
 
         init_image = self.image_processor.preprocess(image, height=height, width=width)
         init_image = init_image.to(dtype=torch.float32)
diff --git a/src/diffusers/pipelines/flux/pipeline_flux_img2img.py b/src/diffusers/pipelines/flux/pipeline_flux_img2img.py
index 5166a6497e01..68bf45edef26 100644
--- a/src/diffusers/pipelines/flux/pipeline_flux_img2img.py
+++ b/src/diffusers/pipelines/flux/pipeline_flux_img2img.py
@@ -211,6 +211,10 @@ def __init__(
         feature_extractor: CLIPImageProcessor = None,
     ):
         super().__init__()
+        self._guidance_scale = 7.0
+        self._joint_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -880,7 +884,6 @@ def __call__(
 
         self._guidance_scale = guidance_scale
         self._joint_attention_kwargs = joint_attention_kwargs
-        self._interrupt = False
 
         # 2. Preprocess image
         init_image = self.image_processor.preprocess(image, height=height, width=width)
diff --git a/src/diffusers/pipelines/flux/pipeline_flux_inpaint.py b/src/diffusers/pipelines/flux/pipeline_flux_inpaint.py
index 64a81fb0699f..da0f81ff69cd 100644
--- a/src/diffusers/pipelines/flux/pipeline_flux_inpaint.py
+++ b/src/diffusers/pipelines/flux/pipeline_flux_inpaint.py
@@ -207,6 +207,10 @@ def __init__(
         feature_extractor: CLIPImageProcessor = None,
     ):
         super().__init__()
+        self._guidance_scale = 7.0
+        self._joint_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -945,7 +949,6 @@ def __call__(
 
         self._guidance_scale = guidance_scale
         self._joint_attention_kwargs = joint_attention_kwargs
-        self._interrupt = False
 
         # 2. Preprocess mask and image
         if padding_mask_crop is not None:
diff --git a/src/diffusers/pipelines/flux/pipeline_flux_kontext.py b/src/diffusers/pipelines/flux/pipeline_flux_kontext.py
index 94ae460afcd0..e7b29a18d3cd 100644
--- a/src/diffusers/pipelines/flux/pipeline_flux_kontext.py
+++ b/src/diffusers/pipelines/flux/pipeline_flux_kontext.py
@@ -238,6 +238,11 @@ def __init__(
         feature_extractor: CLIPImageProcessor = None,
     ):
         super().__init__()
+        self._guidance_scale = 3.5
+        self._joint_attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
 
         self.register_modules(
             vae=vae,
diff --git a/src/diffusers/pipelines/flux/pipeline_flux_kontext_inpaint.py b/src/diffusers/pipelines/flux/pipeline_flux_kontext_inpaint.py
index b6f957981e14..880b64862b85 100644
--- a/src/diffusers/pipelines/flux/pipeline_flux_kontext_inpaint.py
+++ b/src/diffusers/pipelines/flux/pipeline_flux_kontext_inpaint.py
@@ -262,6 +262,11 @@ def __init__(
         feature_extractor: CLIPImageProcessor = None,
     ):
         super().__init__()
+        self._guidance_scale = 3.5
+        self._joint_attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
 
         self.register_modules(
             vae=vae,
diff --git a/src/diffusers/pipelines/flux2/pipeline_flux2.py b/src/diffusers/pipelines/flux2/pipeline_flux2.py
index b54a43dd89a5..831c5fe6ae0e 100644
--- a/src/diffusers/pipelines/flux2/pipeline_flux2.py
+++ b/src/diffusers/pipelines/flux2/pipeline_flux2.py
@@ -280,6 +280,11 @@ def __init__(
         transformer: Flux2Transformer2DModel,
     ):
         super().__init__()
+        self._guidance_scale = 4.0
+        self._joint_attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
 
         self.register_modules(
             vae=vae,
diff --git a/src/diffusers/pipelines/hidream_image/pipeline_hidream_image.py b/src/diffusers/pipelines/hidream_image/pipeline_hidream_image.py
index d259f7ee7865..684268095a06 100644
--- a/src/diffusers/pipelines/hidream_image/pipeline_hidream_image.py
+++ b/src/diffusers/pipelines/hidream_image/pipeline_hidream_image.py
@@ -176,6 +176,10 @@ def __init__(
         transformer: HiDreamImageTransformer2DModel,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -901,7 +905,6 @@ def __call__(
 
         self._guidance_scale = guidance_scale
         self._attention_kwargs = attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/hunyuan_image/pipeline_hunyuanimage.py b/src/diffusers/pipelines/hunyuan_image/pipeline_hunyuanimage.py
index 658935ccd886..8fd3d56ca5e4 100644
--- a/src/diffusers/pipelines/hunyuan_image/pipeline_hunyuanimage.py
+++ b/src/diffusers/pipelines/hunyuan_image/pipeline_hunyuanimage.py
@@ -198,6 +198,10 @@ def __init__(
     ):
         super().__init__()
 
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
         self.register_modules(
             vae=vae,
             text_encoder=text_encoder,
diff --git a/src/diffusers/pipelines/hunyuan_image/pipeline_hunyuanimage_refiner.py b/src/diffusers/pipelines/hunyuan_image/pipeline_hunyuanimage_refiner.py
index f38f53d9a562..9b0e6527e5a9 100644
--- a/src/diffusers/pipelines/hunyuan_image/pipeline_hunyuanimage_refiner.py
+++ b/src/diffusers/pipelines/hunyuan_image/pipeline_hunyuanimage_refiner.py
@@ -165,6 +165,10 @@ def __init__(
     ):
         super().__init__()
 
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
         self.register_modules(
             vae=vae,
             text_encoder=text_encoder,
diff --git a/src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_skyreels_image2video.py b/src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_skyreels_image2video.py
index 6bb7a4344da5..9eaf1a568017 100644
--- a/src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_skyreels_image2video.py
+++ b/src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_skyreels_image2video.py
@@ -206,6 +206,11 @@ def __init__(
         tokenizer_2: CLIPTokenizer,
     ):
         super().__init__()
+        self._guidance_scale = 1.0
+        self._num_timesteps = 0
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -680,8 +685,6 @@ def __call__(
 
         self._guidance_scale = guidance_scale
         self._attention_kwargs = attention_kwargs
-        self._current_timestep = None
-        self._interrupt = False
 
         device = self._execution_device
 
diff --git a/src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_video.py b/src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_video.py
index 42ab090f1cba..aa701e07aa05 100644
--- a/src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_video.py
+++ b/src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_video.py
@@ -181,6 +181,11 @@ def __init__(
         tokenizer_2: CLIPTokenizer,
     ):
         super().__init__()
+        self._guidance_scale = 6.0
+        self._num_timesteps = 0
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -635,8 +640,6 @@ def __call__(
 
         self._guidance_scale = guidance_scale
         self._attention_kwargs = attention_kwargs
-        self._current_timestep = None
-        self._interrupt = False
 
         device = self._execution_device
 
diff --git a/src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_video_framepack.py b/src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_video_framepack.py
index 8006514f47ea..c5df83d43fb1 100644
--- a/src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_video_framepack.py
+++ b/src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_video_framepack.py
@@ -283,6 +283,10 @@ def __init__(
     ):
         super().__init__()
 
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
         self.register_modules(
             vae=vae,
             text_encoder=text_encoder,
diff --git a/src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_video_image2video.py b/src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_video_image2video.py
index aa04e6509730..f7dab781e203 100644
--- a/src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_video_image2video.py
+++ b/src/diffusers/pipelines/hunyuan_video/pipeline_hunyuan_video_image2video.py
@@ -259,6 +259,11 @@ def __init__(
         image_processor: CLIPImageProcessor,
     ):
         super().__init__()
+        self._guidance_scale = 1.0
+        self._num_timesteps = 0
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -826,8 +831,6 @@ def __call__(
 
         self._guidance_scale = guidance_scale
         self._attention_kwargs = attention_kwargs
-        self._current_timestep = None
-        self._interrupt = False
 
         device = self._execution_device
 
diff --git a/src/diffusers/pipelines/hunyuan_video1_5/pipeline_hunyuan_video1_5.py b/src/diffusers/pipelines/hunyuan_video1_5/pipeline_hunyuan_video1_5.py
index 00a703939004..4e7463c3650b 100644
--- a/src/diffusers/pipelines/hunyuan_video1_5/pipeline_hunyuan_video1_5.py
+++ b/src/diffusers/pipelines/hunyuan_video1_5/pipeline_hunyuan_video1_5.py
@@ -204,6 +204,10 @@ def __init__(
     ):
         super().__init__()
 
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
         self.register_modules(
             vae=vae,
             text_encoder=text_encoder,
diff --git a/src/diffusers/pipelines/hunyuan_video1_5/pipeline_hunyuan_video1_5_image2video.py b/src/diffusers/pipelines/hunyuan_video1_5/pipeline_hunyuan_video1_5_image2video.py
index 8c555eabba11..923a110aafe9 100644
--- a/src/diffusers/pipelines/hunyuan_video1_5/pipeline_hunyuan_video1_5_image2video.py
+++ b/src/diffusers/pipelines/hunyuan_video1_5/pipeline_hunyuan_video1_5_image2video.py
@@ -239,6 +239,10 @@ def __init__(
     ):
         super().__init__()
 
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
         self.register_modules(
             vae=vae,
             text_encoder=text_encoder,
diff --git a/src/diffusers/pipelines/hunyuandit/pipeline_hunyuandit.py b/src/diffusers/pipelines/hunyuandit/pipeline_hunyuandit.py
index 052c7b473915..d81837b11768 100644
--- a/src/diffusers/pipelines/hunyuandit/pipeline_hunyuandit.py
+++ b/src/diffusers/pipelines/hunyuandit/pipeline_hunyuandit.py
@@ -207,6 +207,10 @@ def __init__(
         tokenizer_2: Optional[T5Tokenizer] = None,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._guidance_rescale = 0.0
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -713,7 +717,6 @@ def __call__(
         )
         self._guidance_scale = guidance_scale
         self._guidance_rescale = guidance_rescale
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/i2vgen_xl/pipeline_i2vgen_xl.py b/src/diffusers/pipelines/i2vgen_xl/pipeline_i2vgen_xl.py
index c6cc724a71f0..d3c54c2804fa 100644
--- a/src/diffusers/pipelines/i2vgen_xl/pipeline_i2vgen_xl.py
+++ b/src/diffusers/pipelines/i2vgen_xl/pipeline_i2vgen_xl.py
@@ -134,6 +134,7 @@ def __init__(
         scheduler: DDIMScheduler,
     ):
         super().__init__()
+        self._guidance_scale = 9.0
 
         self.register_modules(
             vae=vae,
diff --git a/src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2.py b/src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2.py
index 429253e99898..2ce8de1e0177 100644
--- a/src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2.py
+++ b/src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2.py
@@ -95,6 +95,8 @@ def __init__(
         movq: VQModel,
     ):
         super().__init__()
+        self._guidance_scale = 4.0
+        self._num_timesteps = 0
 
         self.register_modules(
             unet=unet,
diff --git a/src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_img2img.py b/src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_img2img.py
index 3b2509098fd1..c15315462959 100644
--- a/src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_img2img.py
+++ b/src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_img2img.py
@@ -101,6 +101,8 @@ def __init__(
         movq: VQModel,
     ):
         super().__init__()
+        self._guidance_scale = 4.0
+        self._num_timesteps = 0
 
         self.register_modules(
             unet=unet,
diff --git a/src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_inpainting.py b/src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_inpainting.py
index a61673293e1f..fd8d6e4ad3f1 100644
--- a/src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_inpainting.py
+++ b/src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_inpainting.py
@@ -266,6 +266,8 @@ def __init__(
         movq: VQModel,
     ):
         super().__init__()
+        self._guidance_scale = 4.0
+        self._num_timesteps = 0
 
         self.register_modules(
             unet=unet,
diff --git a/src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_prior.py b/src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_prior.py
index bc67847831a5..c5e91b4fc643 100644
--- a/src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_prior.py
+++ b/src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_prior.py
@@ -123,6 +123,8 @@ def __init__(
         image_processor: CLIPImageProcessor,
     ):
         super().__init__()
+        self._guidance_scale = 4.0
+        self._num_timesteps = 0
 
         self.register_modules(
             prior=prior,
diff --git a/src/diffusers/pipelines/kandinsky3/pipeline_kandinsky3.py b/src/diffusers/pipelines/kandinsky3/pipeline_kandinsky3.py
index 57cc0270442d..391510b5f1dc 100644
--- a/src/diffusers/pipelines/kandinsky3/pipeline_kandinsky3.py
+++ b/src/diffusers/pipelines/kandinsky3/pipeline_kandinsky3.py
@@ -75,6 +75,8 @@ def __init__(
         movq: VQModel,
     ):
         super().__init__()
+        self._guidance_scale = 3.0
+        self._num_timesteps = 0
 
         self.register_modules(
             tokenizer=tokenizer, text_encoder=text_encoder, unet=unet, scheduler=scheduler, movq=movq
diff --git a/src/diffusers/pipelines/kandinsky3/pipeline_kandinsky3_img2img.py b/src/diffusers/pipelines/kandinsky3/pipeline_kandinsky3_img2img.py
index 73c268897502..edfff7d48d5c 100644
--- a/src/diffusers/pipelines/kandinsky3/pipeline_kandinsky3_img2img.py
+++ b/src/diffusers/pipelines/kandinsky3/pipeline_kandinsky3_img2img.py
@@ -72,6 +72,8 @@ def __init__(
         movq: VQModel,
     ):
         super().__init__()
+        self._guidance_scale = 3.0
+        self._num_timesteps = 0
 
         self.register_modules(
             tokenizer=tokenizer, text_encoder=text_encoder, unet=unet, scheduler=scheduler, movq=movq
diff --git a/src/diffusers/pipelines/kolors/pipeline_kolors.py b/src/diffusers/pipelines/kolors/pipeline_kolors.py
index 3c7442afcaae..6a6d8b6e4be4 100644
--- a/src/diffusers/pipelines/kolors/pipeline_kolors.py
+++ b/src/diffusers/pipelines/kolors/pipeline_kolors.py
@@ -176,6 +176,11 @@ def __init__(
         force_zeros_for_empty_prompt: bool = False,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._cross_attention_kwargs = None
+        self._denoising_end = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -846,7 +851,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._cross_attention_kwargs = cross_attention_kwargs
         self._denoising_end = denoising_end
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/kolors/pipeline_kolors_img2img.py b/src/diffusers/pipelines/kolors/pipeline_kolors_img2img.py
index 8c3adf33b845..5bc9199780db 100644
--- a/src/diffusers/pipelines/kolors/pipeline_kolors_img2img.py
+++ b/src/diffusers/pipelines/kolors/pipeline_kolors_img2img.py
@@ -195,6 +195,12 @@ def __init__(
         force_zeros_for_empty_prompt: bool = False,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._cross_attention_kwargs = None
+        self._denoising_start = None
+        self._denoising_end = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -999,7 +1005,6 @@ def __call__(
         self._cross_attention_kwargs = cross_attention_kwargs
         self._denoising_end = denoising_end
         self._denoising_start = denoising_start
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/latent_consistency_models/pipeline_latent_consistency_img2img.py b/src/diffusers/pipelines/latent_consistency_models/pipeline_latent_consistency_img2img.py
index c28e358c51b6..ec67a5727f36 100644
--- a/src/diffusers/pipelines/latent_consistency_models/pipeline_latent_consistency_img2img.py
+++ b/src/diffusers/pipelines/latent_consistency_models/pipeline_latent_consistency_img2img.py
@@ -212,6 +212,10 @@ def __init__(
         requires_safety_checker: bool = True,
     ):
         super().__init__()
+        self._guidance_scale = 8.5
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
 
         self.register_modules(
             vae=vae,
diff --git a/src/diffusers/pipelines/latent_consistency_models/pipeline_latent_consistency_text2img.py b/src/diffusers/pipelines/latent_consistency_models/pipeline_latent_consistency_text2img.py
index bc71d7bd171a..a3b0e5dc7da7 100644
--- a/src/diffusers/pipelines/latent_consistency_models/pipeline_latent_consistency_text2img.py
+++ b/src/diffusers/pipelines/latent_consistency_models/pipeline_latent_consistency_text2img.py
@@ -191,6 +191,10 @@ def __init__(
         requires_safety_checker: bool = True,
     ):
         super().__init__()
+        self._guidance_scale = 8.5
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
 
         if safety_checker is None and requires_safety_checker:
             logger.warning(
diff --git a/src/diffusers/pipelines/latte/pipeline_latte.py b/src/diffusers/pipelines/latte/pipeline_latte.py
index 7fde18e4fbbb..bfb83b8648a2 100644
--- a/src/diffusers/pipelines/latte/pipeline_latte.py
+++ b/src/diffusers/pipelines/latte/pipeline_latte.py
@@ -185,6 +185,10 @@ def __init__(
         scheduler: KarrasDiffusionSchedulers,
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._num_timesteps = 0
+        self._current_timestep = None
+        self._interrupt = False
 
         self.register_modules(
             tokenizer=tokenizer, text_encoder=text_encoder, vae=vae, transformer=transformer, scheduler=scheduler
@@ -733,8 +737,6 @@ def __call__(
             negative_prompt_embeds,
         )
         self._guidance_scale = guidance_scale
-        self._current_timestep = None
-        self._interrupt = False
 
         # 2. Default height and width to transformer
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/ledits_pp/pipeline_leditspp_stable_diffusion.py b/src/diffusers/pipelines/ledits_pp/pipeline_leditspp_stable_diffusion.py
index fbf4dc23d043..9c2bdee37708 100644
--- a/src/diffusers/pipelines/ledits_pp/pipeline_leditspp_stable_diffusion.py
+++ b/src/diffusers/pipelines/ledits_pp/pipeline_leditspp_stable_diffusion.py
@@ -315,6 +315,9 @@ def __init__(
         requires_safety_checker: bool = True,
     ):
         super().__init__()
+        self._clip_skip = None
+        self._guidance_rescale = 0.0
+        self._cross_attention_kwargs = None
 
         if not isinstance(scheduler, DDIMScheduler) and not isinstance(scheduler, DPMSolverMultistepScheduler):
             scheduler = DPMSolverMultistepScheduler.from_config(
diff --git a/src/diffusers/pipelines/ledits_pp/pipeline_leditspp_stable_diffusion_xl.py b/src/diffusers/pipelines/ledits_pp/pipeline_leditspp_stable_diffusion_xl.py
index 993957a052fc..09dea7f529d8 100644
--- a/src/diffusers/pipelines/ledits_pp/pipeline_leditspp_stable_diffusion_xl.py
+++ b/src/diffusers/pipelines/ledits_pp/pipeline_leditspp_stable_diffusion_xl.py
@@ -358,6 +358,11 @@ def __init__(
         add_watermarker: Optional[bool] = None,
     ):
         super().__init__()
+        self._guidance_scale = 1.0
+        self._guidance_rescale = 0.0
+        self._cross_attention_kwargs = None
+        self._denoising_end = None
+        self._num_timesteps = 0
 
         self.register_modules(
             vae=vae,
diff --git a/src/diffusers/pipelines/longcat_image/pipeline_longcat_image.py b/src/diffusers/pipelines/longcat_image/pipeline_longcat_image.py
index a758d545fa4a..d148f53deb7e 100644
--- a/src/diffusers/pipelines/longcat_image/pipeline_longcat_image.py
+++ b/src/diffusers/pipelines/longcat_image/pipeline_longcat_image.py
@@ -222,6 +222,11 @@ def __init__(
     ):
         super().__init__()
 
+        self._guidance_scale = 4.5
+        self._joint_attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
         self.register_modules(
             vae=vae,
             text_encoder=text_encoder,
diff --git a/src/diffusers/pipelines/longcat_image/pipeline_longcat_image_edit.py b/src/diffusers/pipelines/longcat_image/pipeline_longcat_image_edit.py
index e55a2a47f343..0ade54165522 100644
--- a/src/diffusers/pipelines/longcat_image/pipeline_longcat_image_edit.py
+++ b/src/diffusers/pipelines/longcat_image/pipeline_longcat_image_edit.py
@@ -248,6 +248,11 @@ def __init__(
     ):
         super().__init__()
 
+        self._guidance_scale = 4.5
+        self._joint_attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
         self.register_modules(
             vae=vae,
             text_encoder=text_encoder,
diff --git a/src/diffusers/pipelines/ltx/pipeline_ltx.py b/src/diffusers/pipelines/ltx/pipeline_ltx.py
index 3c90da1c7051..1c40431fc8c1 100644
--- a/src/diffusers/pipelines/ltx/pipeline_ltx.py
+++ b/src/diffusers/pipelines/ltx/pipeline_ltx.py
@@ -204,6 +204,12 @@ def __init__(
         transformer: LTXVideoTransformer3DModel,
     ):
         super().__init__()
+        self._guidance_scale = 3
+        self._guidance_rescale = 0.0
+        self._num_timesteps = 0
+        self._current_timestep = None
+        self._attention_kwargs = None
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -664,8 +670,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._guidance_rescale = guidance_rescale
         self._attention_kwargs = attention_kwargs
-        self._interrupt = False
-        self._current_timestep = None
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/ltx/pipeline_ltx_condition.py b/src/diffusers/pipelines/ltx/pipeline_ltx_condition.py
index 10c9432a7f46..2bd9187ec371 100644
--- a/src/diffusers/pipelines/ltx/pipeline_ltx_condition.py
+++ b/src/diffusers/pipelines/ltx/pipeline_ltx_condition.py
@@ -286,6 +286,12 @@ def __init__(
         transformer: LTXVideoTransformer3DModel,
     ):
         super().__init__()
+        self._guidance_scale = 3
+        self._guidance_rescale = 0.0
+        self._num_timesteps = 0
+        self._current_timestep = None
+        self._attention_kwargs = None
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -1007,8 +1013,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._guidance_rescale = guidance_rescale
         self._attention_kwargs = attention_kwargs
-        self._interrupt = False
-        self._current_timestep = None
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/ltx/pipeline_ltx_image2video.py b/src/diffusers/pipelines/ltx/pipeline_ltx_image2video.py
index 3226b045cccb..c99dc1814e03 100644
--- a/src/diffusers/pipelines/ltx/pipeline_ltx_image2video.py
+++ b/src/diffusers/pipelines/ltx/pipeline_ltx_image2video.py
@@ -223,6 +223,12 @@ def __init__(
         transformer: LTXVideoTransformer3DModel,
     ):
         super().__init__()
+        self._guidance_scale = 3
+        self._guidance_rescale = 0.0
+        self._num_timesteps = 0
+        self._current_timestep = None
+        self._attention_kwargs = None
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -728,8 +734,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._guidance_rescale = guidance_rescale
         self._attention_kwargs = attention_kwargs
-        self._interrupt = False
-        self._current_timestep = None
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/ltx2/pipeline_ltx2.py b/src/diffusers/pipelines/ltx2/pipeline_ltx2.py
index 9cf847926347..ce6f7b8b70a6 100644
--- a/src/diffusers/pipelines/ltx2/pipeline_ltx2.py
+++ b/src/diffusers/pipelines/ltx2/pipeline_ltx2.py
@@ -226,6 +226,12 @@ def __init__(
         vocoder: LTX2Vocoder,
     ):
         super().__init__()
+        self._guidance_scale = 4.0
+        self._guidance_rescale = 0.0
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
 
         self.register_modules(
             vae=vae,
diff --git a/src/diffusers/pipelines/ltx2/pipeline_ltx2_image2video.py b/src/diffusers/pipelines/ltx2/pipeline_ltx2_image2video.py
index b1711e283191..b47bba42a580 100644
--- a/src/diffusers/pipelines/ltx2/pipeline_ltx2_image2video.py
+++ b/src/diffusers/pipelines/ltx2/pipeline_ltx2_image2video.py
@@ -229,6 +229,12 @@ def __init__(
         vocoder: LTX2Vocoder,
     ):
         super().__init__()
+        self._guidance_scale = 4.0
+        self._guidance_rescale = 0.0
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
 
         self.register_modules(
             vae=vae,
diff --git a/src/diffusers/pipelines/lucy/pipeline_lucy_edit.py b/src/diffusers/pipelines/lucy/pipeline_lucy_edit.py
index 8065a17b7889..ffd2d386474f 100644
--- a/src/diffusers/pipelines/lucy/pipeline_lucy_edit.py
+++ b/src/diffusers/pipelines/lucy/pipeline_lucy_edit.py
@@ -179,6 +179,11 @@ def __init__(
     ):
         super().__init__()
 
+        self._guidance_scale = 5.0
+        self._joint_attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
         self.register_modules(
             vae=vae,
             text_encoder=text_encoder,
@@ -572,7 +577,7 @@ def __call__(
         if self.config.boundary_ratio is not None and guidance_scale_2 is None:
             guidance_scale_2 = guidance_scale
 
-        self._guidance_scale = guidance_scale
+        self._guidance_scale = 5.0
         self._guidance_scale_2 = guidance_scale_2
         self._attention_kwargs = attention_kwargs
         self._current_timestep = None
diff --git a/src/diffusers/pipelines/lumina/pipeline_lumina.py b/src/diffusers/pipelines/lumina/pipeline_lumina.py
index f4711cf9d9d8..6337633fbf1a 100644
--- a/src/diffusers/pipelines/lumina/pipeline_lumina.py
+++ b/src/diffusers/pipelines/lumina/pipeline_lumina.py
@@ -185,6 +185,8 @@ def __init__(
         tokenizer: Union[GemmaTokenizer, GemmaTokenizerFast],
     ):
         super().__init__()
+        self._guidance_scale = 4.0
+        self._num_timesteps = 0
 
         self.register_modules(
             vae=vae,
diff --git a/src/diffusers/pipelines/lumina2/pipeline_lumina2.py b/src/diffusers/pipelines/lumina2/pipeline_lumina2.py
index 8151b29b25fd..09dd5836fa64 100644
--- a/src/diffusers/pipelines/lumina2/pipeline_lumina2.py
+++ b/src/diffusers/pipelines/lumina2/pipeline_lumina2.py
@@ -167,6 +167,9 @@ def __init__(
         tokenizer: Union[GemmaTokenizer, GemmaTokenizerFast],
     ):
         super().__init__()
+        self._guidance_scale = 4.0
+        self._attention_kwargs = None
+        self._num_timesteps = 0
 
         self.register_modules(
             vae=vae,
diff --git a/src/diffusers/pipelines/mochi/pipeline_mochi.py b/src/diffusers/pipelines/mochi/pipeline_mochi.py
index 19a36c73f9ed..4e0c48fcb71e 100644
--- a/src/diffusers/pipelines/mochi/pipeline_mochi.py
+++ b/src/diffusers/pipelines/mochi/pipeline_mochi.py
@@ -173,6 +173,11 @@ def __init__(
         force_zeros_for_empty_prompt: bool = False,
     ):
         super().__init__()
+        self._guidance_scale = 4.5
+        self._num_timesteps = 0
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -614,8 +619,6 @@ def __call__(
 
         self._guidance_scale = guidance_scale
         self._attention_kwargs = attention_kwargs
-        self._current_timestep = None
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/omnigen/pipeline_omnigen.py b/src/diffusers/pipelines/omnigen/pipeline_omnigen.py
index 96c209813f54..8772d7a4a234 100644
--- a/src/diffusers/pipelines/omnigen/pipeline_omnigen.py
+++ b/src/diffusers/pipelines/omnigen/pipeline_omnigen.py
@@ -148,6 +148,9 @@ def __init__(
         tokenizer: LlamaTokenizer,
     ):
         super().__init__()
+        self._guidance_scale = 2.5
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -432,7 +435,6 @@ def __call__(
         )
 
         self._guidance_scale = guidance_scale
-        self._interrupt = False
 
         # 2. Define call parameters
         batch_size = len(prompt)
diff --git a/src/diffusers/pipelines/ovis_image/pipeline_ovis_image.py b/src/diffusers/pipelines/ovis_image/pipeline_ovis_image.py
index 94d6cee93d7e..610c170c86ba 100644
--- a/src/diffusers/pipelines/ovis_image/pipeline_ovis_image.py
+++ b/src/diffusers/pipelines/ovis_image/pipeline_ovis_image.py
@@ -162,6 +162,11 @@ def __init__(
         transformer: OvisImageTransformer2DModel,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._joint_attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
 
         self.register_modules(
             vae=vae,
diff --git a/src/diffusers/pipelines/pag/pipeline_pag_controlnet_sd.py b/src/diffusers/pipelines/pag/pipeline_pag_controlnet_sd.py
index 389927aafcbc..518bf7a5433f 100644
--- a/src/diffusers/pipelines/pag/pipeline_pag_controlnet_sd.py
+++ b/src/diffusers/pipelines/pag/pipeline_pag_controlnet_sd.py
@@ -231,6 +231,10 @@ def __init__(
         pag_applied_layers: Union[str, List[str]] = "mid",
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
 
         if safety_checker is None and requires_safety_checker:
             logger.warning(
diff --git a/src/diffusers/pipelines/pag/pipeline_pag_controlnet_sd_inpaint.py b/src/diffusers/pipelines/pag/pipeline_pag_controlnet_sd_inpaint.py
index 2781af789018..7cb26cd505c5 100644
--- a/src/diffusers/pipelines/pag/pipeline_pag_controlnet_sd_inpaint.py
+++ b/src/diffusers/pipelines/pag/pipeline_pag_controlnet_sd_inpaint.py
@@ -205,6 +205,10 @@ def __init__(
         pag_applied_layers: Union[str, List[str]] = "mid",
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
 
         if safety_checker is None and requires_safety_checker:
             logger.warning(
diff --git a/src/diffusers/pipelines/pag/pipeline_pag_controlnet_sd_xl.py b/src/diffusers/pipelines/pag/pipeline_pag_controlnet_sd_xl.py
index 8b7df89f039c..1c67a28f82c3 100644
--- a/src/diffusers/pipelines/pag/pipeline_pag_controlnet_sd_xl.py
+++ b/src/diffusers/pipelines/pag/pipeline_pag_controlnet_sd_xl.py
@@ -271,6 +271,11 @@ def __init__(
         pag_applied_layers: Union[str, List[str]] = "mid",  # ["down.block_2", "up.block_1.attentions_0"], "mid"
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._denoising_end = None
+        self._num_timesteps = 0
 
         if isinstance(controlnet, (list, tuple)):
             controlnet = MultiControlNetModel(controlnet)
diff --git a/src/diffusers/pipelines/pag/pipeline_pag_controlnet_sd_xl_img2img.py b/src/diffusers/pipelines/pag/pipeline_pag_controlnet_sd_xl_img2img.py
index df5b3f5c10a5..e31f1cf8ca74 100644
--- a/src/diffusers/pipelines/pag/pipeline_pag_controlnet_sd_xl_img2img.py
+++ b/src/diffusers/pipelines/pag/pipeline_pag_controlnet_sd_xl_img2img.py
@@ -261,6 +261,10 @@ def __init__(
         pag_applied_layers: Union[str, List[str]] = "mid",  # ["mid"], ["down.block_1", "up.block_0.attentions_0"]
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
 
         if isinstance(controlnet, (list, tuple)):
             controlnet = MultiControlNetModel(controlnet)
diff --git a/src/diffusers/pipelines/pag/pipeline_pag_hunyuandit.py b/src/diffusers/pipelines/pag/pipeline_pag_hunyuandit.py
index 6704924b2512..705756ffea2d 100644
--- a/src/diffusers/pipelines/pag/pipeline_pag_hunyuandit.py
+++ b/src/diffusers/pipelines/pag/pipeline_pag_hunyuandit.py
@@ -212,6 +212,10 @@ def __init__(
         pag_applied_layers: Union[str, List[str]] = "blocks.1",  # "blocks.16.attn1", "blocks.16", "16", 16
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._guidance_rescale = 0.0
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -732,7 +736,6 @@ def __call__(
         )
         self._guidance_scale = guidance_scale
         self._guidance_rescale = guidance_rescale
-        self._interrupt = False
         self._pag_scale = pag_scale
         self._pag_adaptive_scale = pag_adaptive_scale
 
diff --git a/src/diffusers/pipelines/pag/pipeline_pag_kolors.py b/src/diffusers/pipelines/pag/pipeline_pag_kolors.py
index 5b82d546445b..04912c0c0d0c 100644
--- a/src/diffusers/pipelines/pag/pipeline_pag_kolors.py
+++ b/src/diffusers/pipelines/pag/pipeline_pag_kolors.py
@@ -190,6 +190,11 @@ def __init__(
         pag_applied_layers: Union[str, List[str]] = "mid",
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._cross_attention_kwargs = None
+        self._denoising_end = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -872,7 +877,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._cross_attention_kwargs = cross_attention_kwargs
         self._denoising_end = denoising_end
-        self._interrupt = False
         self._pag_scale = pag_scale
         self._pag_adaptive_scale = pag_adaptive_scale
 
diff --git a/src/diffusers/pipelines/pag/pipeline_pag_sana.py b/src/diffusers/pipelines/pag/pipeline_pag_sana.py
index 466996889417..8de2fdd9afb4 100644
--- a/src/diffusers/pipelines/pag/pipeline_pag_sana.py
+++ b/src/diffusers/pipelines/pag/pipeline_pag_sana.py
@@ -169,6 +169,9 @@ def __init__(
         pag_applied_layers: Union[str, List[str]] = "transformer_blocks.0",
     ):
         super().__init__()
+        self._guidance_scale = 4.5
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             tokenizer=tokenizer, text_encoder=text_encoder, vae=vae, transformer=transformer, scheduler=scheduler
@@ -811,7 +814,6 @@ def __call__(
         self._pag_scale = pag_scale
         self._pag_adaptive_scale = pag_adaptive_scale
         self._guidance_scale = guidance_scale
-        self._interrupt = False
 
         # 2. Default height and width to transformer
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/pag/pipeline_pag_sd.py b/src/diffusers/pipelines/pag/pipeline_pag_sd.py
index 67676fb28798..3b25f8a7ca56 100644
--- a/src/diffusers/pipelines/pag/pipeline_pag_sd.py
+++ b/src/diffusers/pipelines/pag/pipeline_pag_sd.py
@@ -215,6 +215,12 @@ def __init__(
         pag_applied_layers: Union[str, List[str]] = "mid",
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._clip_skip = None
+        self._guidance_rescale = 0.0
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         if scheduler is not None and getattr(scheduler.config, "steps_offset", 1) != 1:
             deprecation_message = (
@@ -887,7 +893,6 @@ def __call__(
         self._guidance_rescale = guidance_rescale
         self._clip_skip = clip_skip
         self._cross_attention_kwargs = cross_attention_kwargs
-        self._interrupt = False
         self._pag_scale = pag_scale
         self._pag_adaptive_scale = pag_adaptive_scale
 
diff --git a/src/diffusers/pipelines/pag/pipeline_pag_sd_3.py b/src/diffusers/pipelines/pag/pipeline_pag_sd_3.py
index 303a0a2f0b2e..5c8a1cfb28ad 100644
--- a/src/diffusers/pipelines/pag/pipeline_pag_sd_3.py
+++ b/src/diffusers/pipelines/pag/pipeline_pag_sd_3.py
@@ -188,6 +188,11 @@ def __init__(
         pag_applied_layers: Union[str, List[str]] = "blocks.1",  # 1st transformer block
     ):
         super().__init__()
+        self._guidance_scale = 7.0
+        self._clip_skip = None
+        self._joint_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -835,7 +840,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._clip_skip = clip_skip
         self._joint_attention_kwargs = joint_attention_kwargs
-        self._interrupt = False
         self._pag_scale = pag_scale
         self._pag_adaptive_scale = pag_adaptive_scale  #
 
diff --git a/src/diffusers/pipelines/pag/pipeline_pag_sd_3_img2img.py b/src/diffusers/pipelines/pag/pipeline_pag_sd_3_img2img.py
index 2005c865c22b..89fea8902732 100644
--- a/src/diffusers/pipelines/pag/pipeline_pag_sd_3_img2img.py
+++ b/src/diffusers/pipelines/pag/pipeline_pag_sd_3_img2img.py
@@ -204,6 +204,11 @@ def __init__(
         pag_applied_layers: Union[str, List[str]] = "blocks.1",  # 1st transformer block
     ):
         super().__init__()
+        self._guidance_scale = 7.0
+        self._clip_skip = None
+        self._joint_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -895,7 +900,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._clip_skip = clip_skip
         self._joint_attention_kwargs = joint_attention_kwargs
-        self._interrupt = False
         self._pag_scale = pag_scale
         self._pag_adaptive_scale = pag_adaptive_scale
 
diff --git a/src/diffusers/pipelines/pag/pipeline_pag_sd_animatediff.py b/src/diffusers/pipelines/pag/pipeline_pag_sd_animatediff.py
index de13be9c4d22..5f8e1faf0d0c 100644
--- a/src/diffusers/pipelines/pag/pipeline_pag_sd_animatediff.py
+++ b/src/diffusers/pipelines/pag/pipeline_pag_sd_animatediff.py
@@ -143,6 +143,10 @@ def __init__(
         pag_applied_layers: Union[str, List[str]] = "mid_block.*attn1",  # ["mid"], ["down_blocks.1"]
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
         if isinstance(unet, UNet2DConditionModel):
             unet = UNetMotionModel.from_unet2d(unet, motion_adapter)
 
diff --git a/src/diffusers/pipelines/pag/pipeline_pag_sd_img2img.py b/src/diffusers/pipelines/pag/pipeline_pag_sd_img2img.py
index 42b5db0fa762..7a3ea7dc9e99 100644
--- a/src/diffusers/pipelines/pag/pipeline_pag_sd_img2img.py
+++ b/src/diffusers/pipelines/pag/pipeline_pag_sd_img2img.py
@@ -210,6 +210,11 @@ def __init__(
         pag_applied_layers: Union[str, List[str]] = "mid",  # ["mid"], ["down.block_1", "up.block_0.attentions_0"]
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         if scheduler is not None and getattr(scheduler.config, "steps_offset", 1) != 1:
             deprecation_message = (
@@ -919,7 +924,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._clip_skip = clip_skip
         self._cross_attention_kwargs = cross_attention_kwargs
-        self._interrupt = False
 
         self._pag_scale = pag_scale
         self._pag_adaptive_scale = pag_adaptive_scale
diff --git a/src/diffusers/pipelines/pag/pipeline_pag_sd_inpaint.py b/src/diffusers/pipelines/pag/pipeline_pag_sd_inpaint.py
index cf8c4972762f..849dafc4d824 100644
--- a/src/diffusers/pipelines/pag/pipeline_pag_sd_inpaint.py
+++ b/src/diffusers/pipelines/pag/pipeline_pag_sd_inpaint.py
@@ -242,6 +242,11 @@ def __init__(
         pag_applied_layers: Union[str, List[str]] = "mid",
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._guidance_rescale = 0.0
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         if scheduler is not None and getattr(scheduler.config, "steps_offset", 1) != 1:
             deprecation_message = (
@@ -1059,10 +1064,10 @@ def __call__(
         )
 
         self._guidance_scale = guidance_scale
+        self._clip_skip = None
         self._guidance_rescale = guidance_rescale
         self._clip_skip = clip_skip
         self._cross_attention_kwargs = cross_attention_kwargs
-        self._interrupt = False
         self._pag_scale = pag_scale
         self._pag_adaptive_scale = pag_adaptive_scale
 
diff --git a/src/diffusers/pipelines/pag/pipeline_pag_sd_xl.py b/src/diffusers/pipelines/pag/pipeline_pag_sd_xl.py
index 0613ec23f740..913f6c6735f6 100644
--- a/src/diffusers/pipelines/pag/pipeline_pag_sd_xl.py
+++ b/src/diffusers/pipelines/pag/pipeline_pag_sd_xl.py
@@ -258,6 +258,13 @@ def __init__(
         pag_applied_layers: Union[str, List[str]] = "mid",  # ["mid"],["down.block_1"],["up.block_0.attentions_0"]
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._clip_skip = None
+        self._guidance_rescale = 0.0
+        self._cross_attention_kwargs = None
+        self._denoising_end = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -1054,7 +1061,6 @@ def __call__(
         self._clip_skip = clip_skip
         self._cross_attention_kwargs = cross_attention_kwargs
         self._denoising_end = denoising_end
-        self._interrupt = False
         self._pag_scale = pag_scale
         self._pag_adaptive_scale = pag_adaptive_scale
 
diff --git a/src/diffusers/pipelines/pag/pipeline_pag_sd_xl_img2img.py b/src/diffusers/pipelines/pag/pipeline_pag_sd_xl_img2img.py
index 1081993f46e6..af841e497374 100644
--- a/src/diffusers/pipelines/pag/pipeline_pag_sd_xl_img2img.py
+++ b/src/diffusers/pipelines/pag/pipeline_pag_sd_xl_img2img.py
@@ -281,6 +281,14 @@ def __init__(
         pag_applied_layers: Union[str, List[str]] = "mid",  # ["mid"], ["down.block_1", "up.block_0.attentions_0"]
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._clip_skip = None
+        self._guidance_rescale = 0.0
+        self._cross_attention_kwargs = None
+        self._denoising_end = None
+        self._denoising_start = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -1226,7 +1234,6 @@ def __call__(
         self._cross_attention_kwargs = cross_attention_kwargs
         self._denoising_end = denoising_end
         self._denoising_start = denoising_start
-        self._interrupt = False
         self._pag_scale = pag_scale
         self._pag_adaptive_scale = pag_adaptive_scale
 
diff --git a/src/diffusers/pipelines/pag/pipeline_pag_sd_xl_inpaint.py b/src/diffusers/pipelines/pag/pipeline_pag_sd_xl_inpaint.py
index f6c4982c1c6c..4b67297db8ad 100644
--- a/src/diffusers/pipelines/pag/pipeline_pag_sd_xl_inpaint.py
+++ b/src/diffusers/pipelines/pag/pipeline_pag_sd_xl_inpaint.py
@@ -297,6 +297,14 @@ def __init__(
         pag_applied_layers: Union[str, List[str]] = "mid",  # ["mid"], ["down.block_1", "up.block_0.attentions_0"]
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._clip_skip = None
+        self._guidance_rescale = 0.0
+        self._cross_attention_kwargs = None
+        self._denoising_end = None
+        self._denoising_start = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -1348,7 +1356,6 @@ def __call__(
         self._cross_attention_kwargs = cross_attention_kwargs
         self._denoising_end = denoising_end
         self._denoising_start = denoising_start
-        self._interrupt = False
         self._pag_scale = pag_scale
         self._pag_adaptive_scale = pag_adaptive_scale
 
diff --git a/src/diffusers/pipelines/pia/pipeline_pia.py b/src/diffusers/pipelines/pia/pipeline_pia.py
index dfc6e83fbd7c..025f3985c9a6 100644
--- a/src/diffusers/pipelines/pia/pipeline_pia.py
+++ b/src/diffusers/pipelines/pia/pipeline_pia.py
@@ -193,6 +193,10 @@ def __init__(
         image_encoder: CLIPVisionModelWithProjection = None,
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
         if isinstance(unet, UNet2DConditionModel):
             unet = UNetMotionModel.from_unet2d(unet, motion_adapter)
 
diff --git a/src/diffusers/pipelines/prx/pipeline_prx.py b/src/diffusers/pipelines/prx/pipeline_prx.py
index 873f25316e6d..85eb0e5613e6 100644
--- a/src/diffusers/pipelines/prx/pipeline_prx.py
+++ b/src/diffusers/pipelines/prx/pipeline_prx.py
@@ -290,6 +290,7 @@ def __init__(
     ):
         super().__init__()
 
+        self._guidance_scale = 4.0
         if PRXTransformer2DModel is None:
             raise ImportError(
                 "PRXTransformer2DModel is not available. Please ensure the transformer_prx module is properly installed."
diff --git a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage.py b/src/diffusers/pipelines/qwenimage/pipeline_qwenimage.py
index bc3ce84e1019..49e7d5be2fa9 100644
--- a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage.py
+++ b/src/diffusers/pipelines/qwenimage/pipeline_qwenimage.py
@@ -160,6 +160,11 @@ def __init__(
         transformer: QwenImageTransformer2DModel,
     ):
         super().__init__()
+        self._guidance_scale = None
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
 
         self.register_modules(
             vae=vae,
diff --git a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_controlnet.py b/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_controlnet.py
index ce6fc974a56e..3146c47d39eb 100644
--- a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_controlnet.py
+++ b/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_controlnet.py
@@ -221,6 +221,11 @@ def __init__(
         controlnet: Union[QwenImageControlNetModel, QwenImageMultiControlNetModel],
     ):
         super().__init__()
+        self._guidance_scale = None
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
 
         self.register_modules(
             vae=vae,
diff --git a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_controlnet_inpaint.py b/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_controlnet_inpaint.py
index 77d78a5ca7a1..e01dd9e87b21 100644
--- a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_controlnet_inpaint.py
+++ b/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_controlnet_inpaint.py
@@ -194,6 +194,11 @@ def __init__(
         controlnet: QwenImageControlNetModel,
     ):
         super().__init__()
+        self._guidance_scale = 1.0
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
 
         self.register_modules(
             vae=vae,
diff --git a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_edit.py b/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_edit.py
index dd723460a59e..3a00ed17b455 100644
--- a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_edit.py
+++ b/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_edit.py
@@ -194,6 +194,11 @@ def __init__(
         transformer: QwenImageTransformer2DModel,
     ):
         super().__init__()
+        self._guidance_scale = None
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
 
         self.register_modules(
             vae=vae,
diff --git a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_edit_inpaint.py b/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_edit_inpaint.py
index cf467203a9d2..25e6276b8089 100644
--- a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_edit_inpaint.py
+++ b/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_edit_inpaint.py
@@ -196,6 +196,11 @@ def __init__(
         transformer: QwenImageTransformer2DModel,
     ):
         super().__init__()
+        self._guidance_scale = None
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
 
         self.register_modules(
             vae=vae,
diff --git a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_edit_plus.py b/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_edit_plus.py
index 257e2d846c7c..97370d5ce2ac 100644
--- a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_edit_plus.py
+++ b/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_edit_plus.py
@@ -197,6 +197,11 @@ def __init__(
         transformer: QwenImageTransformer2DModel,
     ):
         super().__init__()
+        self._guidance_scale = None
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
 
         self.register_modules(
             vae=vae,
diff --git a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_img2img.py b/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_img2img.py
index e0b41b8b8799..d6e05d301334 100644
--- a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_img2img.py
+++ b/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_img2img.py
@@ -162,6 +162,11 @@ def __init__(
         transformer: QwenImageTransformer2DModel,
     ):
         super().__init__()
+        self._guidance_scale = None
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
 
         self.register_modules(
             vae=vae,
diff --git a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_inpaint.py b/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_inpaint.py
index 83f02539b1ba..836b44710850 100644
--- a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_inpaint.py
+++ b/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_inpaint.py
@@ -165,6 +165,11 @@ def __init__(
         transformer: QwenImageTransformer2DModel,
     ):
         super().__init__()
+        self._guidance_scale = None
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
 
         self.register_modules(
             vae=vae,
diff --git a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_layered.py b/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_layered.py
index 53d2c169ee63..28f8cbbcf82c 100644
--- a/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_layered.py
+++ b/src/diffusers/pipelines/qwenimage/pipeline_qwenimage_layered.py
@@ -203,6 +203,11 @@ def __init__(
         transformer: QwenImageTransformer2DModel,
     ):
         super().__init__()
+        self._guidance_scale = None
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
 
         self.register_modules(
             vae=vae,
diff --git a/src/diffusers/pipelines/sana/pipeline_sana.py b/src/diffusers/pipelines/sana/pipeline_sana.py
index 33f9de7d20f0..55f0be91bdfd 100644
--- a/src/diffusers/pipelines/sana/pipeline_sana.py
+++ b/src/diffusers/pipelines/sana/pipeline_sana.py
@@ -208,6 +208,10 @@ def __init__(
         scheduler: DPMSolverMultistepScheduler,
     ):
         super().__init__()
+        self._guidance_scale = 4.5
+        self._attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             tokenizer=tokenizer, text_encoder=text_encoder, vae=vae, transformer=transformer, scheduler=scheduler
@@ -888,7 +892,6 @@ def __call__(
 
         self._guidance_scale = guidance_scale
         self._attention_kwargs = attention_kwargs
-        self._interrupt = False
 
         # 2. Default height and width to transformer
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/sana/pipeline_sana_controlnet.py b/src/diffusers/pipelines/sana/pipeline_sana_controlnet.py
index 9d5e17c2ed48..38b7fd305d02 100644
--- a/src/diffusers/pipelines/sana/pipeline_sana_controlnet.py
+++ b/src/diffusers/pipelines/sana/pipeline_sana_controlnet.py
@@ -216,6 +216,10 @@ def __init__(
         scheduler: DPMSolverMultistepScheduler,
     ):
         super().__init__()
+        self._guidance_scale = 4.5
+        self._attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             tokenizer=tokenizer,
@@ -951,7 +955,6 @@ def __call__(
 
         self._guidance_scale = guidance_scale
         self._attention_kwargs = attention_kwargs
-        self._interrupt = False
 
         # 2. Default height and width to transformer
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/sana/pipeline_sana_sprint.py b/src/diffusers/pipelines/sana/pipeline_sana_sprint.py
index 4c6d2247495d..69b4c9147ff4 100644
--- a/src/diffusers/pipelines/sana/pipeline_sana_sprint.py
+++ b/src/diffusers/pipelines/sana/pipeline_sana_sprint.py
@@ -159,6 +159,10 @@ def __init__(
         scheduler: DPMSolverMultistepScheduler,
     ):
         super().__init__()
+        self._guidance_scale = 4.5
+        self._attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             tokenizer=tokenizer, text_encoder=text_encoder, vae=vae, transformer=transformer, scheduler=scheduler
@@ -760,7 +764,6 @@ def __call__(
 
         self._guidance_scale = guidance_scale
         self._attention_kwargs = attention_kwargs
-        self._interrupt = False
 
         # 2. Default height and width to transformer
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/sana/pipeline_sana_sprint_img2img.py b/src/diffusers/pipelines/sana/pipeline_sana_sprint_img2img.py
index 8899ed84c4e5..b596485fdf13 100644
--- a/src/diffusers/pipelines/sana/pipeline_sana_sprint_img2img.py
+++ b/src/diffusers/pipelines/sana/pipeline_sana_sprint_img2img.py
@@ -167,6 +167,10 @@ def __init__(
     ):
         super().__init__()
 
+        self._guidance_scale = 4.5
+        self._attention_kwargs = None
+        self._interrupt = False
+        self._num_timesteps = 0
         self.register_modules(
             tokenizer=tokenizer, text_encoder=text_encoder, vae=vae, transformer=transformer, scheduler=scheduler
         )
diff --git a/src/diffusers/pipelines/sana_video/pipeline_sana_video.py b/src/diffusers/pipelines/sana_video/pipeline_sana_video.py
index a786275e45a9..7bd710cd727c 100644
--- a/src/diffusers/pipelines/sana_video/pipeline_sana_video.py
+++ b/src/diffusers/pipelines/sana_video/pipeline_sana_video.py
@@ -219,6 +219,10 @@ def __init__(
     ):
         super().__init__()
 
+        self._guidance_scale = 6.0
+        self._attention_kwargs = None
+        self._interrupt = False
+        self._num_timesteps = 0
         self.register_modules(
             tokenizer=tokenizer, text_encoder=text_encoder, vae=vae, transformer=transformer, scheduler=scheduler
         )
diff --git a/src/diffusers/pipelines/sana_video/pipeline_sana_video_i2v.py b/src/diffusers/pipelines/sana_video/pipeline_sana_video_i2v.py
index e87880b64cee..70d25530f849 100644
--- a/src/diffusers/pipelines/sana_video/pipeline_sana_video_i2v.py
+++ b/src/diffusers/pipelines/sana_video/pipeline_sana_video_i2v.py
@@ -209,6 +209,10 @@ def __init__(
     ):
         super().__init__()
 
+        self._guidance_scale = 6.0
+        self._attention_kwargs = None
+        self._interrupt = False
+        self._num_timesteps = 0
         self.register_modules(
             tokenizer=tokenizer, text_encoder=text_encoder, vae=vae, transformer=transformer, scheduler=scheduler
         )
diff --git a/src/diffusers/pipelines/skyreels_v2/pipeline_skyreels_v2.py b/src/diffusers/pipelines/skyreels_v2/pipeline_skyreels_v2.py
index 1b1c8ee097c5..8651e2743fc5 100644
--- a/src/diffusers/pipelines/skyreels_v2/pipeline_skyreels_v2.py
+++ b/src/diffusers/pipelines/skyreels_v2/pipeline_skyreels_v2.py
@@ -139,6 +139,11 @@ def __init__(
     ):
         super().__init__()
 
+        self._guidance_scale = 6.0
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
         self.register_modules(
             vae=vae,
             text_encoder=text_encoder,
diff --git a/src/diffusers/pipelines/skyreels_v2/pipeline_skyreels_v2_diffusion_forcing.py b/src/diffusers/pipelines/skyreels_v2/pipeline_skyreels_v2_diffusion_forcing.py
index 4bc0d0aaea83..6c38ef7fccf5 100644
--- a/src/diffusers/pipelines/skyreels_v2/pipeline_skyreels_v2_diffusion_forcing.py
+++ b/src/diffusers/pipelines/skyreels_v2/pipeline_skyreels_v2_diffusion_forcing.py
@@ -161,6 +161,11 @@ def __init__(
     ):
         super().__init__()
 
+        self._guidance_scale = 6.0
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
         self.register_modules(
             vae=vae,
             text_encoder=text_encoder,
diff --git a/src/diffusers/pipelines/skyreels_v2/pipeline_skyreels_v2_diffusion_forcing_i2v.py b/src/diffusers/pipelines/skyreels_v2/pipeline_skyreels_v2_diffusion_forcing_i2v.py
index 3e2004533258..9df03a6d99ca 100644
--- a/src/diffusers/pipelines/skyreels_v2/pipeline_skyreels_v2_diffusion_forcing_i2v.py
+++ b/src/diffusers/pipelines/skyreels_v2/pipeline_skyreels_v2_diffusion_forcing_i2v.py
@@ -166,6 +166,11 @@ def __init__(
     ):
         super().__init__()
 
+        self._guidance_scale = 5.0
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
         self.register_modules(
             vae=vae,
             text_encoder=text_encoder,
diff --git a/src/diffusers/pipelines/skyreels_v2/pipeline_skyreels_v2_diffusion_forcing_v2v.py b/src/diffusers/pipelines/skyreels_v2/pipeline_skyreels_v2_diffusion_forcing_v2v.py
index 234ec531b862..a7ee43c78713 100644
--- a/src/diffusers/pipelines/skyreels_v2/pipeline_skyreels_v2_diffusion_forcing_v2v.py
+++ b/src/diffusers/pipelines/skyreels_v2/pipeline_skyreels_v2_diffusion_forcing_v2v.py
@@ -222,6 +222,11 @@ def __init__(
     ):
         super().__init__()
 
+        self._guidance_scale = 6.0
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
         self.register_modules(
             vae=vae,
             text_encoder=text_encoder,
diff --git a/src/diffusers/pipelines/skyreels_v2/pipeline_skyreels_v2_i2v.py b/src/diffusers/pipelines/skyreels_v2/pipeline_skyreels_v2_i2v.py
index d1df7f5f34cb..4109e712d2e1 100644
--- a/src/diffusers/pipelines/skyreels_v2/pipeline_skyreels_v2_i2v.py
+++ b/src/diffusers/pipelines/skyreels_v2/pipeline_skyreels_v2_i2v.py
@@ -166,6 +166,11 @@ def __init__(
     ):
         super().__init__()
 
+        self._guidance_scale = 5.0
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
         self.register_modules(
             vae=vae,
             text_encoder=text_encoder,
diff --git a/src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade.py b/src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade.py
index a6a60ad94be6..4b542759b0a3 100644
--- a/src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade.py
+++ b/src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade.py
@@ -101,6 +101,8 @@ def __init__(
         latent_dim_scale: float = 10.67,
     ) -> None:
         super().__init__()
+        self._guidance_scale = 0.0
+        self._num_timesteps = 0
         self.register_modules(
             decoder=decoder,
             tokenizer=tokenizer,
diff --git a/src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade_prior.py b/src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade_prior.py
index 29ad8b5429d7..cf830d6deb01 100644
--- a/src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade_prior.py
+++ b/src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade_prior.py
@@ -122,6 +122,8 @@ def __init__(
         image_encoder: Optional[CLIPVisionModelWithProjection] = None,
     ) -> None:
         super().__init__()
+        self._guidance_scale = 4.0
+        self._num_timesteps = 0
         self.register_modules(
             tokenizer=tokenizer,
             text_encoder=text_encoder,
diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion.py b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion.py
index d079d2a225cf..7f4b516a69e2 100644
--- a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion.py
+++ b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion.py
@@ -210,6 +210,12 @@ def __init__(
         requires_safety_checker: bool = True,
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._guidance_rescale = 0.0
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         if scheduler is not None and getattr(scheduler.config, "steps_offset", 1) != 1:
             deprecation_message = (
@@ -944,7 +950,6 @@ def __call__(
         self._guidance_rescale = guidance_rescale
         self._clip_skip = clip_skip
         self._cross_attention_kwargs = cross_attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_depth2img.py b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_depth2img.py
index e957c6661f87..f8ba16bc6313 100644
--- a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_depth2img.py
+++ b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_depth2img.py
@@ -129,6 +129,10 @@ def __init__(
         feature_extractor: DPTImageProcessor,
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
 
         is_unet_version_less_0_9_0 = (
             unet is not None
diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_img2img.py b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_img2img.py
index d0be0ee51317..ada994ff7bc7 100644
--- a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_img2img.py
+++ b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_img2img.py
@@ -238,6 +238,11 @@ def __init__(
         requires_safety_checker: bool = True,
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         if scheduler is not None and getattr(scheduler.config, "steps_offset", 1) != 1:
             deprecation_message = (
@@ -1004,7 +1009,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._clip_skip = clip_skip
         self._cross_attention_kwargs = cross_attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_inpaint.py b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_inpaint.py
index 82902cc7dcd0..f1b72163572f 100644
--- a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_inpaint.py
+++ b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_inpaint.py
@@ -184,6 +184,11 @@ def __init__(
         requires_safety_checker: bool = True,
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         if scheduler is not None and getattr(scheduler.config, "steps_offset", 1) != 1:
             deprecation_message = (
@@ -1093,7 +1098,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._clip_skip = clip_skip
         self._cross_attention_kwargs = cross_attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_instruct_pix2pix.py b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_instruct_pix2pix.py
index 843d25d67c10..271cf15ee0e1 100644
--- a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_instruct_pix2pix.py
+++ b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_instruct_pix2pix.py
@@ -138,6 +138,9 @@ def __init__(
         requires_safety_checker: bool = True,
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._image_guidance_scale = 1.5
+        self._num_timesteps = 0
 
         if safety_checker is None and requires_safety_checker:
             logger.warning(
diff --git a/src/diffusers/pipelines/stable_diffusion_3/pipeline_stable_diffusion_3.py b/src/diffusers/pipelines/stable_diffusion_3/pipeline_stable_diffusion_3.py
index fcd108aef4c2..78c9e7a5797b 100644
--- a/src/diffusers/pipelines/stable_diffusion_3/pipeline_stable_diffusion_3.py
+++ b/src/diffusers/pipelines/stable_diffusion_3/pipeline_stable_diffusion_3.py
@@ -202,6 +202,12 @@ def __init__(
         feature_extractor: SiglipImageProcessor = None,
     ):
         super().__init__()
+        self._guidance_scale = 7.0
+        self._clip_skip = None
+        self._skip_guidance_layers = None
+        self._joint_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -949,7 +955,6 @@ def __call__(
         self._skip_layer_guidance_scale = skip_layer_guidance_scale
         self._clip_skip = clip_skip
         self._joint_attention_kwargs = joint_attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/stable_diffusion_3/pipeline_stable_diffusion_3_img2img.py b/src/diffusers/pipelines/stable_diffusion_3/pipeline_stable_diffusion_3_img2img.py
index e6ddbb5544c7..8fd94e2c7784 100644
--- a/src/diffusers/pipelines/stable_diffusion_3/pipeline_stable_diffusion_3_img2img.py
+++ b/src/diffusers/pipelines/stable_diffusion_3/pipeline_stable_diffusion_3_img2img.py
@@ -222,6 +222,11 @@ def __init__(
         feature_extractor: Optional[SiglipImageProcessor] = None,
     ):
         super().__init__()
+        self._guidance_scale = 7.0
+        self._clip_skip = None
+        self._joint_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -984,7 +989,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._clip_skip = clip_skip
         self._joint_attention_kwargs = joint_attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/stable_diffusion_3/pipeline_stable_diffusion_3_inpaint.py b/src/diffusers/pipelines/stable_diffusion_3/pipeline_stable_diffusion_3_inpaint.py
index b1b30efc7da3..efcd16fb1acf 100644
--- a/src/diffusers/pipelines/stable_diffusion_3/pipeline_stable_diffusion_3_inpaint.py
+++ b/src/diffusers/pipelines/stable_diffusion_3/pipeline_stable_diffusion_3_inpaint.py
@@ -221,6 +221,11 @@ def __init__(
         feature_extractor: Optional[SiglipImageProcessor] = None,
     ):
         super().__init__()
+        self._guidance_scale = 7.0
+        self._clip_skip = None
+        self._joint_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -1112,7 +1117,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._clip_skip = clip_skip
         self._joint_attention_kwargs = joint_attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/stable_diffusion_k_diffusion/pipeline_stable_diffusion_xl_k_diffusion.py b/src/diffusers/pipelines/stable_diffusion_k_diffusion/pipeline_stable_diffusion_xl_k_diffusion.py
index f9a8abfcc568..cfdd6c31f387 100644
--- a/src/diffusers/pipelines/stable_diffusion_k_diffusion/pipeline_stable_diffusion_xl_k_diffusion.py
+++ b/src/diffusers/pipelines/stable_diffusion_k_diffusion/pipeline_stable_diffusion_xl_k_diffusion.py
@@ -156,6 +156,9 @@ def __init__(
         force_zeros_for_empty_prompt: bool = True,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._clip_skip = None
+        self._guidance_scale = 1.0
 
         # get correct sigmas from LMS
         scheduler = LMSDiscreteScheduler.from_config(scheduler.config)
diff --git a/src/diffusers/pipelines/stable_diffusion_ldm3d/pipeline_stable_diffusion_ldm3d.py b/src/diffusers/pipelines/stable_diffusion_ldm3d/pipeline_stable_diffusion_ldm3d.py
index c32121c88c9b..407ca1397080 100644
--- a/src/diffusers/pipelines/stable_diffusion_ldm3d/pipeline_stable_diffusion_ldm3d.py
+++ b/src/diffusers/pipelines/stable_diffusion_ldm3d/pipeline_stable_diffusion_ldm3d.py
@@ -239,6 +239,12 @@ def __init__(
         requires_safety_checker: bool = True,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._guidance_rescale = 0.0
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         if safety_checker is None and requires_safety_checker:
             logger.warning(
@@ -892,7 +898,6 @@ def __call__(
         self._guidance_rescale = guidance_rescale
         self._clip_skip = clip_skip
         self._cross_attention_kwargs = cross_attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/stable_diffusion_panorama/pipeline_stable_diffusion_panorama.py b/src/diffusers/pipelines/stable_diffusion_panorama/pipeline_stable_diffusion_panorama.py
index 6d93e5feab4d..e3138df3740b 100644
--- a/src/diffusers/pipelines/stable_diffusion_panorama/pipeline_stable_diffusion_panorama.py
+++ b/src/diffusers/pipelines/stable_diffusion_panorama/pipeline_stable_diffusion_panorama.py
@@ -215,6 +215,12 @@ def __init__(
         requires_safety_checker: bool = True,
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._guidance_rescale = 0.0
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         if safety_checker is None and requires_safety_checker:
             logger.warning(
@@ -953,7 +959,6 @@ def __call__(
         self._guidance_rescale = guidance_rescale
         self._clip_skip = clip_skip
         self._cross_attention_kwargs = cross_attention_kwargs
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl.py b/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl.py
index 3a63bb4f253a..435729575475 100644
--- a/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl.py
+++ b/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl.py
@@ -251,6 +251,13 @@ def __init__(
         add_watermarker: Optional[bool] = None,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._guidance_rescale = 0.0
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._denoising_end = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -1055,7 +1062,6 @@ def __call__(
         self._clip_skip = clip_skip
         self._cross_attention_kwargs = cross_attention_kwargs
         self._denoising_end = denoising_end
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_img2img.py b/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_img2img.py
index d1916b635f92..737b3668f64e 100644
--- a/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_img2img.py
+++ b/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_img2img.py
@@ -273,6 +273,14 @@ def __init__(
         add_watermarker: Optional[bool] = None,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._guidance_rescale = 0.0
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._denoising_end = None
+        self._denoising_start = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -1220,7 +1228,6 @@ def __call__(
         self._cross_attention_kwargs = cross_attention_kwargs
         self._denoising_end = denoising_end
         self._denoising_start = denoising_start
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_inpaint.py b/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_inpaint.py
index fcfddc192b8b..a23a4b686bf6 100644
--- a/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_inpaint.py
+++ b/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_inpaint.py
@@ -303,6 +303,14 @@ def __init__(
         add_watermarker: Optional[bool] = None,
     ):
         super().__init__()
+        self._guidance_scale = 7.5
+        self._guidance_rescale = 0.0
+        self._clip_skip = None
+        self._cross_attention_kwargs = None
+        self._denoising_end = None
+        self._denoising_start = None
+        self._num_timesteps = 0
+        self._interrupt = False
 
         self.register_modules(
             vae=vae,
@@ -1357,7 +1365,6 @@ def __call__(
         self._cross_attention_kwargs = cross_attention_kwargs
         self._denoising_end = denoising_end
         self._denoising_start = denoising_start
-        self._interrupt = False
 
         # 2. Define call parameters
         if prompt is not None and isinstance(prompt, str):
diff --git a/src/diffusers/pipelines/stable_video_diffusion/pipeline_stable_video_diffusion.py b/src/diffusers/pipelines/stable_video_diffusion/pipeline_stable_video_diffusion.py
index 633094239dca..1967139df45c 100644
--- a/src/diffusers/pipelines/stable_video_diffusion/pipeline_stable_video_diffusion.py
+++ b/src/diffusers/pipelines/stable_video_diffusion/pipeline_stable_video_diffusion.py
@@ -177,6 +177,8 @@ def __init__(
         feature_extractor: CLIPImageProcessor,
     ):
         super().__init__()
+        self._guidance_scale = 1.0
+        self._num_timesteps = 0
 
         self.register_modules(
             vae=vae,
diff --git a/src/diffusers/pipelines/t2i_adapter/pipeline_stable_diffusion_adapter.py b/src/diffusers/pipelines/t2i_adapter/pipeline_stable_diffusion_adapter.py
index 7b6673cf16f7..47b535e084e4 100644
--- a/src/diffusers/pipelines/t2i_adapter/pipeline_stable_diffusion_adapter.py
+++ b/src/diffusers/pipelines/t2i_adapter/pipeline_stable_diffusion_adapter.py
@@ -240,6 +240,7 @@ def __init__(
         requires_safety_checker: bool = True,
     ):
         super().__init__()
+        self._guidance_scale = 7.5
 
         if safety_checker is None and requires_safety_checker:
             logger.warning(
diff --git a/src/diffusers/pipelines/t2i_adapter/pipeline_stable_diffusion_xl_adapter.py b/src/diffusers/pipelines/t2i_adapter/pipeline_stable_diffusion_xl_adapter.py
index bf089bf540ba..926128a73855 100644
--- a/src/diffusers/pipelines/t2i_adapter/pipeline_stable_diffusion_xl_adapter.py
+++ b/src/diffusers/pipelines/t2i_adapter/pipeline_stable_diffusion_xl_adapter.py
@@ -285,6 +285,7 @@ def __init__(
         image_encoder: CLIPVisionModelWithProjection = None,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
 
         self.register_modules(
             vae=vae,
diff --git a/src/diffusers/pipelines/visualcloze/pipeline_visualcloze_generation.py b/src/diffusers/pipelines/visualcloze/pipeline_visualcloze_generation.py
index e12995106bcf..896d6a09e8b3 100644
--- a/src/diffusers/pipelines/visualcloze/pipeline_visualcloze_generation.py
+++ b/src/diffusers/pipelines/visualcloze/pipeline_visualcloze_generation.py
@@ -167,6 +167,10 @@ def __init__(
     ):
         super().__init__()
 
+        self._guidance_scale = 30.0
+        self._joint_attention_kwargs = None
+        self._interrupt = False
+        self._num_timesteps = 0
         self.register_modules(
             vae=vae,
             text_encoder=text_encoder,
diff --git a/src/diffusers/pipelines/wan/pipeline_wan.py b/src/diffusers/pipelines/wan/pipeline_wan.py
index dc2bb471101d..b8d91ef63e2c 100644
--- a/src/diffusers/pipelines/wan/pipeline_wan.py
+++ b/src/diffusers/pipelines/wan/pipeline_wan.py
@@ -140,6 +140,11 @@ def __init__(
         expand_timesteps: bool = False,  # Wan2.2 ti2v
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._num_timesteps = 0
+        self._current_timestep = None
+        self._interrupt = False
+        self._attention_kwargs = None
 
         self.register_modules(
             vae=vae,
@@ -502,8 +507,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._guidance_scale_2 = guidance_scale_2
         self._attention_kwargs = attention_kwargs
-        self._current_timestep = None
-        self._interrupt = False
 
         device = self._execution_device
 
diff --git a/src/diffusers/pipelines/wan/pipeline_wan_animate.py b/src/diffusers/pipelines/wan/pipeline_wan_animate.py
index c7c983b2f7d4..306fc26fb382 100644
--- a/src/diffusers/pipelines/wan/pipeline_wan_animate.py
+++ b/src/diffusers/pipelines/wan/pipeline_wan_animate.py
@@ -206,6 +206,11 @@ def __init__(
     ):
         super().__init__()
 
+        self._guidance_scale = 1.0
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
         self.register_modules(
             vae=vae,
             text_encoder=text_encoder,
diff --git a/src/diffusers/pipelines/wan/pipeline_wan_i2v.py b/src/diffusers/pipelines/wan/pipeline_wan_i2v.py
index b7fd0b05980f..510ae4c677b5 100644
--- a/src/diffusers/pipelines/wan/pipeline_wan_i2v.py
+++ b/src/diffusers/pipelines/wan/pipeline_wan_i2v.py
@@ -178,6 +178,11 @@ def __init__(
         expand_timesteps: bool = False,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._num_timesteps = 0
+        self._current_timestep = None
+        self._interrupt = False
+        self._attention_kwargs = None
 
         self.register_modules(
             vae=vae,
@@ -643,8 +648,6 @@ def __call__(
         self._guidance_scale = guidance_scale
         self._guidance_scale_2 = guidance_scale_2
         self._attention_kwargs = attention_kwargs
-        self._current_timestep = None
-        self._interrupt = False
 
         device = self._execution_device
 
diff --git a/src/diffusers/pipelines/wan/pipeline_wan_vace.py b/src/diffusers/pipelines/wan/pipeline_wan_vace.py
index 351ae2e70563..3c0986037eb3 100644
--- a/src/diffusers/pipelines/wan/pipeline_wan_vace.py
+++ b/src/diffusers/pipelines/wan/pipeline_wan_vace.py
@@ -187,6 +187,11 @@ def __init__(
     ):
         super().__init__()
 
+        self._guidance_scale = 5.0
+        self._attention_kwargs = None
+        self._current_timestep = None
+        self._interrupt = False
+        self._num_timesteps = 0
         self.register_modules(
             vae=vae,
             text_encoder=text_encoder,
diff --git a/src/diffusers/pipelines/wan/pipeline_wan_video2video.py b/src/diffusers/pipelines/wan/pipeline_wan_video2video.py
index 5475b6e8b479..28fb9d923d96 100644
--- a/src/diffusers/pipelines/wan/pipeline_wan_video2video.py
+++ b/src/diffusers/pipelines/wan/pipeline_wan_video2video.py
@@ -205,6 +205,11 @@ def __init__(
         scheduler: FlowMatchEulerDiscreteScheduler,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._num_timesteps = 0
+        self._current_timestep = None
+        self._interrupt = False
+        self._attention_kwargs = None
 
         self.register_modules(
             vae=vae,
@@ -591,8 +596,6 @@ def __call__(
 
         self._guidance_scale = guidance_scale
         self._attention_kwargs = attention_kwargs
-        self._current_timestep = None
-        self._interrupt = False
 
         device = self._execution_device
 
diff --git a/src/diffusers/pipelines/wuerstchen/pipeline_wuerstchen.py b/src/diffusers/pipelines/wuerstchen/pipeline_wuerstchen.py
index bbdb60471fd1..2a519213d09c 100644
--- a/src/diffusers/pipelines/wuerstchen/pipeline_wuerstchen.py
+++ b/src/diffusers/pipelines/wuerstchen/pipeline_wuerstchen.py
@@ -98,6 +98,8 @@ def __init__(
         latent_dim_scale: float = 10.67,
     ) -> None:
         super().__init__()
+        self._guidance_scale = 0.0
+        self._num_timesteps = 0
         self.register_modules(
             tokenizer=tokenizer,
             text_encoder=text_encoder,
diff --git a/src/diffusers/pipelines/wuerstchen/pipeline_wuerstchen_prior.py b/src/diffusers/pipelines/wuerstchen/pipeline_wuerstchen_prior.py
index e138b6e805c8..9f5cc615504c 100644
--- a/src/diffusers/pipelines/wuerstchen/pipeline_wuerstchen_prior.py
+++ b/src/diffusers/pipelines/wuerstchen/pipeline_wuerstchen_prior.py
@@ -116,6 +116,8 @@ def __init__(
         resolution_multiple: float = 42.67,
     ) -> None:
         super().__init__()
+        self._guidance_scale = 8.0
+        self._num_timesteps = 0
         self.register_modules(
             tokenizer=tokenizer,
             text_encoder=text_encoder,
diff --git a/src/diffusers/pipelines/z_image/pipeline_z_image.py b/src/diffusers/pipelines/z_image/pipeline_z_image.py
index 82bdd7d361b7..a54d7e46d39b 100644
--- a/src/diffusers/pipelines/z_image/pipeline_z_image.py
+++ b/src/diffusers/pipelines/z_image/pipeline_z_image.py
@@ -149,6 +149,10 @@ def __init__(
     ):
         super().__init__()
 
+        self._guidance_scale = 5.0
+        self._joint_attention_kwargs = None
+        self._interrupt = False
+        self._num_timesteps = 0
         self.register_modules(
             vae=vae,
             text_encoder=text_encoder,
diff --git a/src/diffusers/pipelines/z_image/pipeline_z_image_controlnet.py b/src/diffusers/pipelines/z_image/pipeline_z_image_controlnet.py
index 08fc4da0e7ba..55c9d545db82 100644
--- a/src/diffusers/pipelines/z_image/pipeline_z_image_controlnet.py
+++ b/src/diffusers/pipelines/z_image/pipeline_z_image_controlnet.py
@@ -200,6 +200,10 @@ def __init__(
         controlnet: ZImageControlNetModel,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._joint_attention_kwargs = None
+        self._interrupt = False
+        self._num_timesteps = 0
         controlnet = ZImageControlNetModel.from_transformer(controlnet, transformer)
 
         self.register_modules(
diff --git a/src/diffusers/pipelines/z_image/pipeline_z_image_controlnet_inpaint.py b/src/diffusers/pipelines/z_image/pipeline_z_image_controlnet_inpaint.py
index 3b0f8dc288d3..308021414998 100644
--- a/src/diffusers/pipelines/z_image/pipeline_z_image_controlnet_inpaint.py
+++ b/src/diffusers/pipelines/z_image/pipeline_z_image_controlnet_inpaint.py
@@ -200,6 +200,10 @@ def __init__(
         controlnet: ZImageControlNetModel,
     ):
         super().__init__()
+        self._guidance_scale = 5.0
+        self._joint_attention_kwargs = None
+        self._interrupt = False
+        self._num_timesteps = 0
         if transformer.in_channels == controlnet.config.control_in_dim:
             raise ValueError(
                 "ZImageControlNetInpaintPipeline is not compatible with `alibaba-pai/Z-Image-Turbo-Fun-Controlnet-Union`, use `alibaba-pai/Z-Image-Turbo-Fun-Controlnet-Union-2.0`."
diff --git a/src/diffusers/pipelines/z_image/pipeline_z_image_img2img.py b/src/diffusers/pipelines/z_image/pipeline_z_image_img2img.py
index 2b3e80a2082b..98d07009b291 100644
--- a/src/diffusers/pipelines/z_image/pipeline_z_image_img2img.py
+++ b/src/diffusers/pipelines/z_image/pipeline_z_image_img2img.py
@@ -177,6 +177,10 @@ def __init__(
     ):
         super().__init__()
 
+        self._guidance_scale = 5.0
+        self._joint_attention_kwargs = None
+        self._interrupt = False
+        self._num_timesteps = 0
         self.register_modules(
             vae=vae,
             text_encoder=text_encoder,
diff --git a/src/diffusers/pipelines/z_image/pipeline_z_image_omni.py b/src/diffusers/pipelines/z_image/pipeline_z_image_omni.py
index 26848bea0a9e..cbdfe4b75b25 100644
--- a/src/diffusers/pipelines/z_image/pipeline_z_image_omni.py
+++ b/src/diffusers/pipelines/z_image/pipeline_z_image_omni.py
@@ -152,6 +152,10 @@ def __init__(
     ):
         super().__init__()
 
+        self._guidance_scale = 5.0
+        self._joint_attention_kwargs = None
+        self._interrupt = False
+        self._num_timesteps = 0
         self.register_modules(
             vae=vae,
             text_encoder=text_encoder,