diff --git a/Makefile b/Makefile
index 21152e98508..a7af9864826 100644
--- a/Makefile
+++ b/Makefile
@@ -79,7 +79,7 @@ fixup: modified_only_fixup extra_style_checks autogenerate_code repo-consistency
 
 fix-copies:
 	python utils/check_copies.py --fix_and_overwrite
-	python utils/check_modular_conversion.py  --fix_and_overwrite
+	python utils/check_modular_conversion.py --fix_and_overwrite
 	python utils/check_dummies.py --fix_and_overwrite
 	python utils/check_doctest_list.py --fix_and_overwrite
 	python utils/check_docstrings.py --fix_and_overwrite
diff --git a/docs/source/en/model_doc/qwen2_5_vl.md b/docs/source/en/model_doc/qwen2_5_vl.md
index 2fb2eadc53e..c414b41faac 100644
--- a/docs/source/en/model_doc/qwen2_5_vl.md
+++ b/docs/source/en/model_doc/qwen2_5_vl.md
@@ -118,7 +118,7 @@ The example below uses [torchao](../quantization/torchao) to only quantize the w
 
 ```python
 import torch
-from transformers import TorchAoConfig, Gemma3ForConditionalGeneration, AutoProcessor
+from transformers import TorchAoConfig, Qwen2_5_VLForConditionalGeneration, AutoProcessor
 
 quantization_config = TorchAoConfig("int4_weight_only", group_size=128)
 model = Qwen2_5_VLForConditionalGeneration.from_pretrained(