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..f658d2508b7c 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
@@ -18,7 +18,6 @@
 from copy import deepcopy
 from typing import Any, Callable, Dict, List, Optional, Union
 
-import ftfy
 import torch
 from transformers import AutoTokenizer, UMT5EncoderModel
 
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..745b53924c04 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
@@ -18,7 +18,6 @@
 from copy import deepcopy
 from typing import Any, Callable, Dict, List, Optional, Tuple, Union
 
-import ftfy
 import PIL
 import torch
 from transformers import AutoTokenizer, UMT5EncoderModel
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..1733176e02f9 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
@@ -19,7 +19,6 @@
 from copy import deepcopy
 from typing import Any, Callable, Dict, List, Optional, Union
 
-import ftfy
 import torch
 from PIL import Image
 from transformers import AutoTokenizer, UMT5EncoderModel