GLM-4.5 Model Support (#8224)

Co-authored-by: Lifu Huang <lifu.hlf@gmail.com>
Co-authored-by: Binyao Jiang <byjiang1996@gmail.com>
Co-authored-by: Stefan He <hebiaobuaa@gmail.com>

test/srt/openai_server/function_call/test_openai_function_calling.py

@@ -223,7 +223,10 @@ class TestOpenAIServerFunctionCalling(CustomTestCase):
 
         messages = [
             {"role": "system", "content": self.SYSTEM_MESSAGE},
-            {"role": "user", "content": "What is the temperature in Paris?"},
+            {
+                "role": "user",
+                "content": "What is the temperature in Paris in celsius??",
+            },
         ]
 
         response_stream = client.chat.completions.create(
@@ -910,5 +913,40 @@ class TestOpenAIPythonicFunctionCalling(CustomTestCase):
         )
 
 
+## Skip for ci test
+# class TestGLM45ServerFunctionCalling(TestOpenAIServerFunctionCalling):
+#     @classmethod
+#     def setUpClass(cls):
+#         # Replace with the model name needed for testing; if not required, reuse DEFAULT_SMALL_MODEL_NAME_FOR_TEST
+#         cls.model = "THUDM/GLM-4.5"
+#         cls.base_url = DEFAULT_URL_FOR_TEST
+#         cls.api_key = "sk-123456"
+
+#         # Start the local OpenAI Server. If necessary, you can add other parameters such as --enable-tools.
+#         cls.process = popen_launch_server(
+#             cls.model,
+#             cls.base_url,
+#             timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
+#             api_key=cls.api_key,
+#             other_args=[
+#                 # If your server needs extra parameters to test function calling, please add them here.
+#                 "--tool-call-parser",
+#                 "glm45",
+#                 "--reasoning-parser",
+#                 "glm45",
+#                 "--tp-size",
+#                 "8"
+#             ],
+#         )
+#         cls.base_url += "/v1"
+#         cls.tokenizer = get_tokenizer(cls.model)
+
+#     # This test is too difficult for GLM4-moe. Skip it from the UT
+#     def test_function_call_required(self):
+#         pass
+
+#     def test_function_calling_multiturn(self):
+#         self._test_function_calling_multiturn()
+
 if __name__ == "__main__":
     unittest.main()