diff --git a/python/sglang/srt/multimodal/processors/glm4v.py b/python/sglang/srt/multimodal/processors/glm4v.py
index 58c55c0f8..e3c8edc92 100644
--- a/python/sglang/srt/multimodal/processors/glm4v.py
+++ b/python/sglang/srt/multimodal/processors/glm4v.py
@@ -2,7 +2,6 @@ import re
 from typing import List, Union
 
 from decord import VideoReader
-from transformers.video_utils import VideoMetadata
 
 from sglang.srt.layers.rotary_embedding import MRotaryEmbedding
 from sglang.srt.models.glm4v import Glm4vForConditionalGeneration
@@ -66,17 +65,18 @@ class Glm4vImageProcessor(SGLangBaseProcessor):
         total_num_frames = len(vr)
         duration = total_num_frames / video_fps if video_fps else 0
 
-        metadata = VideoMetadata(
-            total_num_frames=int(total_num_frames),
-            fps=float(video_fps),
-            duration=float(duration),
-            video_backend="decord",
-        )
-
         # Extract all frames
         indices = list(range(total_num_frames))
         frames = vr.get_batch(indices).asnumpy()
-        metadata.frames_indices = indices
+
+        # Return metadata as dict so transformers can properly create VideoMetadata objects
+        metadata = {
+            "total_num_frames": int(total_num_frames),
+            "fps": float(video_fps),
+            "duration": float(duration),
+            "video_backend": "decord",
+            "frames_indices": indices,
+        }
 
         return frames, metadata
 
diff --git a/test/srt/test_vision_openai_server_b.py b/test/srt/test_vision_openai_server_b.py
index fd952f82f..6c2fa86d5 100644
--- a/test/srt/test_vision_openai_server_b.py
+++ b/test/srt/test_vision_openai_server_b.py
@@ -217,31 +217,27 @@ class TestKimiVLServer(ImageOpenAITestMixin):
         pass
 
 
-# Skip for ci test
-# class TestGLM41VServer(TestOpenAIVisionServer):
-#     @classmethod
-#     def setUpClass(cls):
-#         cls.model = "zai-org/GLM-4.1V-9B-Thinking"
-#         cls.base_url = DEFAULT_URL_FOR_TEST
-#         cls.api_key = "sk-123456"
-#         cls.process = popen_launch_server(
-#             cls.model,
-#             cls.base_url,
-#             timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
-#             other_args=[
-#                 "--trust-remote-code",
-#                 "--mem-fraction-static",
-#                 "0.68",
-#                 "--cuda-graph-max-bs",
-#                 "4",
-#                 "--reasoning-parser",
-#                 "glm45",
-#             ],
-#         )
-#         cls.base_url += "/v1"
-
-#     def test_video_chat_completion(self):
-#         self._test_video_chat_completion()
+class TestGLM41VServer(ImageOpenAITestMixin, VideoOpenAITestMixin):
+    @classmethod
+    def setUpClass(cls):
+        cls.model = "zai-org/GLM-4.1V-9B-Thinking"
+        cls.base_url = DEFAULT_URL_FOR_TEST
+        cls.api_key = "sk-123456"
+        cls.process = popen_launch_server(
+            cls.model,
+            cls.base_url,
+            timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
+            other_args=[
+                "--trust-remote-code",
+                "--mem-fraction-static",
+                "0.68",
+                "--cuda-graph-max-bs",
+                "4",
+                "--reasoning-parser",
+                "glm45",
+            ],
+        )
+        cls.base_url += "/v1"
 
 
 if __name__ == "__main__":