diff --git a/vllm/model_executor/layers/rotary_embedding/llama4_vision_rope.py b/vllm/model_executor/layers/rotary_embedding/llama4_vision_rope.py
index efef8877bcaa..6241cb5abbc8 100644
--- a/vllm/model_executor/layers/rotary_embedding/llama4_vision_rope.py
+++ b/vllm/model_executor/layers/rotary_embedding/llama4_vision_rope.py
@@ -78,3 +78,10 @@ def forward_cuda(  # type: ignore[override]
         key: torch.Tensor | None = None,
     ) -> tuple[torch.Tensor, torch.Tensor | None]:
         return self.forward_native(query, key)
+
+    def forward_hip(  # type: ignore[override]
+        self,
+        query: torch.Tensor,
+        key: torch.Tensor | None = None,
+    ) -> tuple[torch.Tensor, torch.Tensor | None]:
+        return self.forward_native(query, key)