diff --git a/src/diffusers/loaders/lora/lora_pipeline.py b/src/diffusers/loaders/lora/lora_pipeline.py
index 75613bfcb4..32e5fa1e6b 100644
--- a/src/diffusers/loaders/lora/lora_pipeline.py
+++ b/src/diffusers/loaders/lora/lora_pipeline.py
@@ -5739,7 +5739,7 @@ class HiDreamImageLoraLoaderMixin(LoraBaseMixin):
 
     @classmethod
     @validate_hf_hub_args
-    # Copied from diffusers.loaders.lora_pipeline.CogVideoXLoraLoaderMixin.lora_state_dict
+    # Copied from diffusers.loaders.lora.lora_pipeline.CogVideoXLoraLoaderMixin.lora_state_dict
     def lora_state_dict(
         cls,
         pretrained_model_name_or_path_or_dict: Union[str, Dict[str, torch.Tensor]],
@@ -5835,7 +5835,7 @@ class HiDreamImageLoraLoaderMixin(LoraBaseMixin):
 
         return state_dict
 
-    # Copied from diffusers.loaders.lora_pipeline.CogVideoXLoraLoaderMixin.load_lora_weights
+    # Copied from diffusers.loaders.lora.lora_pipeline.CogVideoXLoraLoaderMixin.load_lora_weights
     def load_lora_weights(
         self,
         pretrained_model_name_or_path_or_dict: Union[str, Dict[str, torch.Tensor]],
@@ -5894,7 +5894,7 @@ class HiDreamImageLoraLoaderMixin(LoraBaseMixin):
         )
 
     @classmethod
-    # Copied from diffusers.loaders.lora_pipeline.SD3LoraLoaderMixin.load_lora_into_transformer with SD3Transformer2DModel->HiDreamImageTransformer2DModel
+    # Copied from diffusers.loaders.lora.lora_pipeline.SD3LoraLoaderMixin.load_lora_into_transformer with SD3Transformer2DModel->HiDreamImageTransformer2DModel
     def load_lora_into_transformer(
         cls, state_dict, transformer, adapter_name=None, _pipeline=None, low_cpu_mem_usage=False, hotswap: bool = False
     ):
@@ -5934,7 +5934,7 @@ class HiDreamImageLoraLoaderMixin(LoraBaseMixin):
         )
 
     @classmethod
-    # Copied from diffusers.loaders.lora_pipeline.CogVideoXLoraLoaderMixin.save_lora_weights
+    # Copied from diffusers.loaders.lora.lora_pipeline.CogVideoXLoraLoaderMixin.save_lora_weights
     def save_lora_weights(
         cls,
         save_directory: Union[str, os.PathLike],
@@ -5981,7 +5981,7 @@ class HiDreamImageLoraLoaderMixin(LoraBaseMixin):
             safe_serialization=safe_serialization,
         )
 
-    # Copied from diffusers.loaders.lora_pipeline.SanaLoraLoaderMixin.fuse_lora
+    # Copied from diffusers.loaders.lora.lora_pipeline.SanaLoraLoaderMixin.fuse_lora
     def fuse_lora(
         self,
         components: List[str] = ["transformer"],
@@ -6029,7 +6029,7 @@ class HiDreamImageLoraLoaderMixin(LoraBaseMixin):
             **kwargs,
         )
 
-    # Copied from diffusers.loaders.lora_pipeline.SanaLoraLoaderMixin.unfuse_lora
+    # Copied from diffusers.loaders.lora.lora_pipeline.SanaLoraLoaderMixin.unfuse_lora
     def unfuse_lora(self, components: List[str] = ["transformer"], **kwargs):
         r"""
         Reverses the effect of