diff --git a/examples/community/ddim_noise_comparative_analysis.py b/examples/community/ddim_noise_comparative_analysis.py
index e1633ce4636b..482c0a5826d2 100644
--- a/examples/community/ddim_noise_comparative_analysis.py
+++ b/examples/community/ddim_noise_comparative_analysis.py
@@ -18,7 +18,7 @@
 import torch
 from torchvision import transforms
 
-from diffusers.pipeline_utils import DiffusionPipeline, ImagePipelineOutput
+from diffusers.pipelines.pipeline_utils import DiffusionPipeline, ImagePipelineOutput
 from diffusers.schedulers import DDIMScheduler
 from diffusers.utils.torch_utils import randn_tensor
 
diff --git a/examples/community/iadb.py b/examples/community/iadb.py
index 1f421ee0ea4c..6089e49fc621 100644
--- a/examples/community/iadb.py
+++ b/examples/community/iadb.py
@@ -4,7 +4,7 @@
 
 from diffusers import DiffusionPipeline
 from diffusers.configuration_utils import ConfigMixin
-from diffusers.pipeline_utils import ImagePipelineOutput
+from diffusers.pipelines.pipeline_utils import ImagePipelineOutput
 from diffusers.schedulers.scheduling_utils import SchedulerMixin
 
 
diff --git a/examples/community/mixture_canvas.py b/examples/community/mixture_canvas.py
index 40139d1139ad..46daa920ba97 100644
--- a/examples/community/mixture_canvas.py
+++ b/examples/community/mixture_canvas.py
@@ -12,7 +12,7 @@
 from transformers import CLIPFeatureExtractor, CLIPTextModel, CLIPTokenizer
 
 from diffusers.models import AutoencoderKL, UNet2DConditionModel
-from diffusers.pipeline_utils import DiffusionPipeline
+from diffusers.pipelines.pipeline_utils import DiffusionPipeline
 from diffusers.pipelines.stable_diffusion import StableDiffusionSafetyChecker
 from diffusers.schedulers import DDIMScheduler, LMSDiscreteScheduler, PNDMScheduler
 
diff --git a/examples/community/mixture_tiling.py b/examples/community/mixture_tiling.py
index 3e701cf607f5..f92ae0e1d359 100644
--- a/examples/community/mixture_tiling.py
+++ b/examples/community/mixture_tiling.py
@@ -7,7 +7,7 @@
 from tqdm.auto import tqdm
 
 from diffusers.models import AutoencoderKL, UNet2DConditionModel
-from diffusers.pipeline_utils import DiffusionPipeline
+from diffusers.pipelines.pipeline_utils import DiffusionPipeline
 from diffusers.pipelines.stable_diffusion import StableDiffusionSafetyChecker
 from diffusers.schedulers import DDIMScheduler, LMSDiscreteScheduler, PNDMScheduler
 from diffusers.utils import logging
diff --git a/examples/community/pipeline_fabric.py b/examples/community/pipeline_fabric.py
index c5783402b36c..080d0c221727 100644
--- a/examples/community/pipeline_fabric.py
+++ b/examples/community/pipeline_fabric.py
@@ -14,7 +14,6 @@
 from typing import List, Optional, Union
 
 import torch
-from diffuser.utils.torch_utils import randn_tensor
 from packaging import version
 from PIL import Image
 from transformers import CLIPTextModel, CLIPTokenizer
@@ -33,6 +32,7 @@
     logging,
     replace_example_docstring,
 )
+from diffusers.utils.torch_utils import randn_tensor
 
 
 logger = logging.get_logger(__name__)  # pylint: disable=invalid-name
diff --git a/examples/community/stable_diffusion_controlnet_img2img.py b/examples/community/stable_diffusion_controlnet_img2img.py
index 550aa8ba61a3..a2b92fff0fb5 100644
--- a/examples/community/stable_diffusion_controlnet_img2img.py
+++ b/examples/community/stable_diffusion_controlnet_img2img.py
@@ -9,8 +9,8 @@
 from transformers import CLIPImageProcessor, CLIPTextModel, CLIPTokenizer
 
 from diffusers import AutoencoderKL, ControlNetModel, DiffusionPipeline, UNet2DConditionModel, logging
+from diffusers.pipelines.controlnet.multicontrolnet import MultiControlNetModel
 from diffusers.pipelines.stable_diffusion import StableDiffusionPipelineOutput, StableDiffusionSafetyChecker
-from diffusers.pipelines.stable_diffusion.pipeline_stable_diffusion_controlnet import MultiControlNetModel
 from diffusers.schedulers import KarrasDiffusionSchedulers
 from diffusers.utils import (
     PIL_INTERPOLATION,
diff --git a/examples/community/stable_diffusion_controlnet_inpaint.py b/examples/community/stable_diffusion_controlnet_inpaint.py
index 30903bbf66bf..b87973366418 100644
--- a/examples/community/stable_diffusion_controlnet_inpaint.py
+++ b/examples/community/stable_diffusion_controlnet_inpaint.py
@@ -10,8 +10,8 @@
 from transformers import CLIPImageProcessor, CLIPTextModel, CLIPTokenizer
 
 from diffusers import AutoencoderKL, ControlNetModel, DiffusionPipeline, UNet2DConditionModel, logging
+from diffusers.pipelines.controlnet.multicontrolnet import MultiControlNetModel
 from diffusers.pipelines.stable_diffusion import StableDiffusionPipelineOutput, StableDiffusionSafetyChecker
-from diffusers.pipelines.stable_diffusion.pipeline_stable_diffusion_controlnet import MultiControlNetModel
 from diffusers.schedulers import KarrasDiffusionSchedulers
 from diffusers.utils import (
     PIL_INTERPOLATION,
diff --git a/examples/community/stable_diffusion_ipex.py b/examples/community/stable_diffusion_ipex.py
index 58fe362f4a2f..fef075a84b05 100644
--- a/examples/community/stable_diffusion_ipex.py
+++ b/examples/community/stable_diffusion_ipex.py
@@ -23,7 +23,7 @@
 from diffusers.configuration_utils import FrozenDict
 from diffusers.loaders import TextualInversionLoaderMixin
 from diffusers.models import AutoencoderKL, UNet2DConditionModel
-from diffusers.pipeline_utils import DiffusionPipeline
+from diffusers.pipelines.pipeline_utils import DiffusionPipeline
 from diffusers.pipelines.stable_diffusion import StableDiffusionPipelineOutput
 from diffusers.pipelines.stable_diffusion.safety_checker import StableDiffusionSafetyChecker
 from diffusers.schedulers import KarrasDiffusionSchedulers