diff --git a/src/diffusers/pipelines/wan/pipeline_wan.py b/src/diffusers/pipelines/wan/pipeline_wan.py
index f52bf33d810b..45adbc52f572 100644
--- a/src/diffusers/pipelines/wan/pipeline_wan.py
+++ b/src/diffusers/pipelines/wan/pipeline_wan.py
@@ -15,6 +15,7 @@
 import html
 from typing import Any, Callable, Dict, List, Optional, Union
 
+import ftfy
 import regex as re
 import torch
 from transformers import AutoTokenizer, UMT5EncoderModel
@@ -23,7 +24,7 @@
 from ...loaders import WanLoraLoaderMixin
 from ...models import AutoencoderKLWan, WanTransformer3DModel
 from ...schedulers import FlowMatchEulerDiscreteScheduler
-from ...utils import is_ftfy_available, is_torch_xla_available, logging, replace_example_docstring
+from ...utils import is_torch_xla_available, logging, replace_example_docstring
 from ...utils.torch_utils import randn_tensor
 from ...video_processor import VideoProcessor
 from ..pipeline_utils import DiffusionPipeline
@@ -39,9 +40,6 @@
 
 logger = logging.get_logger(__name__)  # pylint: disable=invalid-name
 
-if is_ftfy_available():
-    import ftfy
-
 
 EXAMPLE_DOC_STRING = """
     Examples: