diff --git a/vllm/inputs/registry.py b/vllm/inputs/registry.py
index dd78c63360fca..8360cb6c940c5 100644
--- a/vllm/inputs/registry.py
+++ b/vllm/inputs/registry.py
@@ -91,7 +91,7 @@ def get_hf_processor(self, **kwargs: object) -> ProcessorMixin:
         base_kwargs = self.model_config.mm_processor_kwargs
         if base_kwargs is None:
             base_kwargs = {}
-        
+
         merged_kwargs = {**base_kwargs, **kwargs}
 
         return cached_get_processor(
@@ -100,7 +100,7 @@ def get_hf_processor(self, **kwargs: object) -> ProcessorMixin:
             trust_remote_code=self.model_config.trust_remote_code,
             **merged_kwargs,
         )
-    
+
     def resolve_hf_processor_call_kwargs(
         self,
         hf_processor: ProcessorMixin,