diff --git a/tests/xpu_ci/test_mtp.py b/tests/xpu_ci/test_mtp.py
new file mode 100644
index 000000000..e5b517496
--- /dev/null
+++ b/tests/xpu_ci/test_mtp.py
@@ -0,0 +1,103 @@
+# Copyright (c) 2025 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.
+
+"""
+MTP模式测试 - ERNIE-4.5-21B-A3B-Paddle 模型
+
+测试配置:
+- 模型: ERNIE-4.5-21B-A3B-Paddle
+- 量化: wint4
+- Tensor Parallel: 4
+"""
+
+import json
+
+import openai
+import pytest
+from conftest import get_model_path, get_port_num, print_logs_on_failure, start_server
+
+
+def test_mtp_mode(xpu_env):
+    """mtp模式测试"""
+
+    print("\n============================开始mtp模式测试!============================")
+
+    # 获取配置
+    port_num = get_port_num()
+    model_path = get_model_path()
+    spec_config = {"method": "mtp", "num_speculative_tokens": 1, "model": f"{model_path}/ERNIE-4.5-21B-A3B-Paddle/mtp"}
+    # 构建服务器启动参数
+    server_args = [
+        "--model",
+        f"{model_path}/ERNIE-4.5-21B-A3B-Paddle",
+        "--port",
+        str(port_num),
+        "--engine-worker-queue-port",
+        str(port_num + 1),
+        "--metrics-port",
+        str(port_num + 2),
+        "--cache-queue-port",
+        str(port_num + 47873),
+        "--tensor-parallel-size",
+        "4",
+        "--num-gpu-blocks-override",
+        "16384",
+        "--max-model-len",
+        "8192",
+        "--max-num-seqs",
+        "128",
+        "--quantization",
+        "wint4",
+        "--speculative-config",
+        f"{json.dumps(spec_config)}",
+    ]
+
+    # 启动服务器
+    if not start_server(server_args):
+        pytest.fail("mtp模式服务启动失败")
+
+    # 执行测试
+    try:
+        ip = "0.0.0.0"
+        client = openai.Client(base_url=f"http://{ip}:{port_num}/v1", api_key="EMPTY_API_KEY")
+
+        # 非流式对话
+        response = client.chat.completions.create(
+            model="default",
+            messages=[
+                {"role": "user", "content": "你好,你是谁?"},
+            ],
+            temperature=1,
+            top_p=0,
+            max_tokens=64,
+            stream=False,
+        )
+
+        print(f"\n模型回复: {response.choices[0].message.content}")
+
+        # 验证响应
+        assert any(
+            keyword in response.choices[0].message.content for keyword in ["人工智能", "文心一言", "百度", "智能助手"]
+        ), f"响应内容不符合预期: {response.choices[0].message.content}"
+
+        print("\nmtp模式测试通过!")
+
+    except Exception as e:
+        print(f"\nmtp模式测试失败: {str(e)}")
+        print_logs_on_failure()
+        pytest.fail(f"mtp模式测试失败: {str(e)}")
+
+
+if __name__ == "__main__":
+    pytest.main([__file__, "-v", "-s"])