diff --git a/fastdeploy/model_executor/models/paddleocr_vl/paddleocr_vl.py b/fastdeploy/model_executor/models/paddleocr_vl/paddleocr_vl.py
index 25b467e700e..0919a57c496 100644
--- a/fastdeploy/model_executor/models/paddleocr_vl/paddleocr_vl.py
+++ b/fastdeploy/model_executor/models/paddleocr_vl/paddleocr_vl.py
@@ -240,7 +240,7 @@ def get_input_embeddings(
         image_mask = ids_remove_padding == self.model.config.image_token_id
         image_token_num = image_mask.sum()
 
-        if image_token_num > 0:
+        if image_token_num > 0 and image_features is not None:
             input_embeddings[image_mask] = image_features.cast(self._dtype)
         return input_embeddings
 
diff --git a/tests/model_executor/test_paddleocr_vl.py b/tests/model_executor/test_paddleocr_vl.py
new file mode 100644
index 00000000000..c92138174b2
--- /dev/null
+++ b/tests/model_executor/test_paddleocr_vl.py
@@ -0,0 +1,72 @@
+"""
+# Copyright (c) 2026  PaddlePaddle Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License"
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+"""
+
+import unittest
+from unittest.mock import MagicMock
+
+import paddle
+
+from fastdeploy.model_executor.models.paddleocr_vl.paddleocr_vl import (
+    PaddleOCRVLForConditionalGeneration,
+)
+
+
+IMAGE_TOKEN_ID = 101304
+
+
+class TestPaddleOCRVLForConditionalGeneration(unittest.TestCase):
+    """Test PaddleOCRVLForConditionalGeneration class."""
+
+    def _make_model(self):
+        model = PaddleOCRVLForConditionalGeneration.__new__(PaddleOCRVLForConditionalGeneration)
+        model.model = MagicMock()
+        model.model.config.image_token_id = IMAGE_TOKEN_ID
+        model.model.get_input_embeddings = MagicMock(
+            return_value=paddle.zeros([5, 768], dtype=paddle.float32)
+        )
+        model._dtype = paddle.float32
+        return model
+
+    def test_get_input_embeddings_no_crash_when_image_features_none_without_image_tokens(self):
+        model = self._make_model()
+        ids = paddle.to_tensor([[1, 2, 3, 4, 5]])
+        result = model.get_input_embeddings(
+            ids_remove_padding=ids, image_features=None
+        )
+        self.assertIsNotNone(result)
+
+    def test_get_input_embeddings_no_crash_when_image_features_none_with_image_tokens(self):
+        model = self._make_model()
+        ids = paddle.to_tensor([[1, IMAGE_TOKEN_ID, 3, 4, 5]])
+        result = model.get_input_embeddings(
+            ids_remove_padding=ids, image_features=None
+        )
+        self.assertIsNotNone(result)
+
+    def test_get_input_embeddings_with_image_features_replaces_image_tokens(self):
+        model = self._make_model()
+        ids = paddle.to_tensor([[1, IMAGE_TOKEN_ID, 3, 4, 5]])
+        image_features = paddle.ones([1, 768], dtype=paddle.float32)
+        result = model.get_input_embeddings(
+            ids_remove_padding=ids, image_features=image_features
+        )
+        self.assertIsNotNone(result)
+        self.assertEqual(result.shape, [5, 768])
+        self.assertTrue(paddle.allclose(result[1], paddle.ones([768])))
+
+
+if __name__ == "__main__":
+    unittest.main()