diff --git a/src/huggingface_hub/inference/_client.py b/src/huggingface_hub/inference/_client.py
index 5ffa9680d0..092512bf33 100644
--- a/src/huggingface_hub/inference/_client.py
+++ b/src/huggingface_hub/inference/_client.py
@@ -1287,7 +1287,8 @@ def image_to_image(
                 The model to use for inference. Can be a model ID hosted on the Hugging Face Hub or a URL to a deployed
                 Inference Endpoint. This parameter overrides the model defined at the instance level. Defaults to None.
             target_size (`ImageToImageTargetSize`, *optional*):
-                The size in pixel of the output image. This parameter is only supported by some providers and for specific models. It will be ignored when unsupported.
+                The size in pixels of the output image. This parameter is only supported by some providers and for
+                specific models. It will be ignored when unsupported.
 
         Returns:
             `Image`: The translated image.
diff --git a/src/huggingface_hub/inference/_generated/_async_client.py b/src/huggingface_hub/inference/_generated/_async_client.py
index 9df25591a1..e5809617ec 100644
--- a/src/huggingface_hub/inference/_generated/_async_client.py
+++ b/src/huggingface_hub/inference/_generated/_async_client.py
@@ -1332,7 +1332,8 @@ async def image_to_image(
                 The model to use for inference. Can be a model ID hosted on the Hugging Face Hub or a URL to a deployed
                 Inference Endpoint. This parameter overrides the model defined at the instance level. Defaults to None.
             target_size (`ImageToImageTargetSize`, *optional*):
-                The size in pixel of the output image. This parameter is only supported by some providers and for specific models. It will be ignored when unsupported.
+                The size in pixels of the output image. This parameter is only supported by some providers and for
+                specific models. It will be ignored when unsupported.
 
         Returns:
             `Image`: The translated image.
diff --git a/src/huggingface_hub/inference/_generated/types/image_to_image.py b/src/huggingface_hub/inference/_generated/types/image_to_image.py
index a4eff6d191..b14c79fedf 100644
--- a/src/huggingface_hub/inference/_generated/types/image_to_image.py
+++ b/src/huggingface_hub/inference/_generated/types/image_to_image.py
@@ -10,7 +10,9 @@
 
 @dataclass_with_extra
 class ImageToImageTargetSize(BaseInferenceType):
-    """The size in pixel of the output image."""
+    """The size in pixels of the output image. This parameter is only supported by some
+    providers and for specific models. It will be ignored when unsupported.
+    """
 
     height: int
     width: int
@@ -33,7 +35,9 @@ class ImageToImageParameters(BaseInferenceType):
     prompt: Optional[str] = None
     """The text prompt to guide the image generation."""
     target_size: Optional[ImageToImageTargetSize] = None
-    """The size in pixel of the output image. This parameter is only supported by some providers and for specific models. It will be ignored when unsupported."""
+    """The size in pixels of the output image. This parameter is only supported by some
+    providers and for specific models. It will be ignored when unsupported.
+    """
 
 
 @dataclass_with_extra