diff --git a/vllm/model_executor/models/qwen2_vl.py b/vllm/model_executor/models/qwen2_vl.py
index fd8e2436c1e1..24fd5152ecd0 100644
--- a/vllm/model_executor/models/qwen2_vl.py
+++ b/vllm/model_executor/models/qwen2_vl.py
@@ -967,6 +967,9 @@ def _parse_and_validate_image_input(
                                            image_grid_thw=image_grid_thw)
 
         if image_embeds is not None:
+            image_embeds = self._validate_and_reshape_mm_tensor(
+                image_embeds, "image embeds")
+
             if not isinstance(image_embeds, torch.Tensor):
                 raise ValueError("Incorrect type of image embeddings. "
                                  f"Got type: {type(image_embeds)}")