diff --git a/vllm/benchmarks/datasets/datasets.py b/vllm/benchmarks/datasets/datasets.py
index 745b5ab2ff8f..419275d2e6ae 100644
--- a/vllm/benchmarks/datasets/datasets.py
+++ b/vllm/benchmarks/datasets/datasets.py
@@ -2365,6 +2365,7 @@ def load_data(self) -> None:
             random.shuffle(self.data)
 
     def sample(
+        self,
         **kwargs,
     ) -> list[SampleRequest]:
         # leverage CustomDataset sample