diff --git a/src/diffusers/models/adapter.py b/src/diffusers/models/adapter.py
index 4425f9fff6..d77c734f00 100644
--- a/src/diffusers/models/adapter.py
+++ b/src/diffusers/models/adapter.py
@@ -155,8 +155,7 @@ class MultiAdapter(ModelMixin):
         Parameters:
             pretrained_model_path (`os.PathLike`):
                 A path to a *directory* containing model weights saved using
-                [`~diffusers.models.adapter.MultiAdapter.save_pretrained`], e.g.,
-                `./my_model_directory/adapter`.
+                [`~diffusers.models.adapter.MultiAdapter.save_pretrained`], e.g., `./my_model_directory/adapter`.
             torch_dtype (`str` or `torch.dtype`, *optional*):
                 Override the default `torch.dtype` and load the model under this dtype. If `"auto"` is passed the dtype
                 will be automatically derived from the model's weights.