diff --git a/src/transformers/generation/flax_utils.py b/src/transformers/generation/flax_utils.py
index 65d65869af..f18cc0ea84 100644
--- a/src/transformers/generation/flax_utils.py
+++ b/src/transformers/generation/flax_utils.py
@@ -319,7 +319,7 @@ class FlaxGenerationMixin:
                         "You have modified the pretrained model configuration to control generation. This is a"
                         " deprecated strategy to control generation and will be removed soon, in a future version."
                         " Please use a generation configuration file (see"
-                        " https://huggingface.co/docs/transformers/main_classes/text_generation)"
+                        " https://huggingface.co/docs/transformers/main_classes/text_generation )"
                     )
                     self.generation_config = new_generation_config
             generation_config = self.generation_config
diff --git a/src/transformers/generation/tf_utils.py b/src/transformers/generation/tf_utils.py
index 5e4bc58c84..ff8be3dc0a 100644
--- a/src/transformers/generation/tf_utils.py
+++ b/src/transformers/generation/tf_utils.py
@@ -746,7 +746,7 @@ class TFGenerationMixin:
                         "You have modified the pretrained model configuration to control generation. This is a"
                         " deprecated strategy to control generation and will be removed soon, in a future version."
                         " Please use a generation configuration file (see"
-                        " https://huggingface.co/docs/transformers/main_classes/text_generation)"
+                        " https://huggingface.co/docs/transformers/main_classes/text_generation )"
                     )
                     self.generation_config = new_generation_config
             generation_config = self.generation_config
diff --git a/src/transformers/generation/utils.py b/src/transformers/generation/utils.py
index d077597ac6..eed177af9e 100644
--- a/src/transformers/generation/utils.py
+++ b/src/transformers/generation/utils.py
@@ -1260,7 +1260,7 @@ class GenerationMixin:
                         "You have modified the pretrained model configuration to control generation. This is a"
                         " deprecated strategy to control generation and will be removed soon, in a future version."
                         " Please use a generation configuration file (see"
-                        " https://huggingface.co/docs/transformers/main_classes/text_generation)"
+                        " https://huggingface.co/docs/transformers/main_classes/text_generation )"
                     )
                     self.generation_config = new_generation_config
             generation_config = self.generation_config