diff --git a/test/srt/test_mla.py b/test/srt/test_mla.py
index 0e4d64c9aa0..87351c18452 100644
--- a/test/srt/test_mla.py
+++ b/test/srt/test_mla.py
@@ -74,7 +74,7 @@ def setUpClass(cls):
     def tearDownClass(cls):
         kill_process_tree(cls.process.pid)
 
-    def test_mmlu(self):
+    def test_gsm8k(self):
         args = SimpleNamespace(
             num_shots=5,
             data_path=None,
@@ -90,5 +90,58 @@ def test_mmlu(self):
         self.assertGreater(metrics["accuracy"], 0.62)
 
 
+class TestDeepseekV3MTP(unittest.TestCase):
+    @classmethod
+    def setUpClass(cls):
+        cls.model = "lmzheng/sglang-ci-dsv3-test"
+        cls.base_url = DEFAULT_URL_FOR_TEST
+        other_args = ["--trust-remote-code"]
+        if torch.cuda.is_available() and torch.version.cuda:
+            other_args.extend(
+                [
+                    "--enable-torch-compile",
+                    "--cuda-graph-max-bs",
+                    "2",
+                    "--disable-radix",
+                    "--enable-torch-compile",
+                    "--torch-compile-max-bs",
+                    "1",
+                    "--speculative-algorithm",
+                    "NEXTN",
+                    "--speculative-draft",
+                    "SGLang/sglang-ci-dsv3-test-NextN",
+                    "--speculative-num-steps",
+                    "2",
+                    "--speculative-eagle-topk",
+                    "4",
+                    "--speculative-num-draft-tokens",
+                    "4",
+                ]
+            )
+        cls.process = popen_launch_server(
+            cls.model,
+            cls.base_url,
+            timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
+            other_args=other_args,
+        )
+
+    @classmethod
+    def tearDownClass(cls):
+        kill_process_tree(cls.process.pid)
+
+    def test_gsm8k(self):
+        args = SimpleNamespace(
+            num_shots=5,
+            data_path=None,
+            num_questions=200,
+            max_new_tokens=512,
+            parallel=128,
+            host="http://127.0.0.1",
+            port=int(self.base_url.split(":")[-1]),
+        )
+        metrics = run_eval_few_shot_gsm8k(args)
+        print(metrics)
+
+
 if __name__ == "__main__":
     unittest.main()