diff --git a/README.ja.md b/README.ja.md
index 355dd615d..c11a6647e 100644
--- a/README.ja.md
+++ b/README.ja.md
@@ -154,6 +154,7 @@ DB-GPTのアーキテクチャは以下の図に示されています：
   私たちは、LLaMA/LLaMA2、Baichuan、ChatGLM、Wenxin、Tongyi、Zhipuなど、オープンソースおよびAPIエージェントからの数十の大規模言語モデル（LLM）を含む幅広いモデルをサポートしています。
 
   - ニュース
+    - 🔥🔥🔥  [glm-4-9b-chat](https://huggingface.co/THUDM/glm-4-9b-chat)
     - 🔥🔥🔥  [Phi-3](https://huggingface.co/collections/microsoft/phi-3-6626e15e9585a200d2d761e3)
     - 🔥🔥🔥  [Yi-1.5-34B-Chat](https://huggingface.co/01-ai/Yi-1.5-34B-Chat)
     - 🔥🔥🔥  [Yi-1.5-9B-Chat](https://huggingface.co/01-ai/Yi-1.5-9B-Chat)
diff --git a/README.md b/README.md
index f4ef78d7a..561df833d 100644
--- a/README.md
+++ b/README.md
@@ -158,6 +158,7 @@ At present, we have introduced several key features to showcase our current capa
   We offer extensive model support, including dozens of large language models (LLMs) from both open-source and API agents, such as LLaMA/LLaMA2, Baichuan, ChatGLM, Wenxin, Tongyi, Zhipu, and many more. 
 
   - News
+    - 🔥🔥🔥  [glm-4-9b-chat](https://huggingface.co/THUDM/glm-4-9b-chat)
     - 🔥🔥🔥  [Phi-3](https://huggingface.co/collections/microsoft/phi-3-6626e15e9585a200d2d761e3)
     - 🔥🔥🔥  [Yi-1.5-34B-Chat](https://huggingface.co/01-ai/Yi-1.5-34B-Chat)
     - 🔥🔥🔥  [Yi-1.5-9B-Chat](https://huggingface.co/01-ai/Yi-1.5-9B-Chat)
diff --git a/README.zh.md b/README.zh.md
index 12a0806b1..5b78f9097 100644
--- a/README.zh.md
+++ b/README.zh.md
@@ -152,6 +152,7 @@
   海量模型支持，包括开源、API代理等几十种大语言模型。如LLaMA/LLaMA2、Baichuan、ChatGLM、文心、通义、智谱等。当前已支持如下模型: 
 
   - 新增支持模型
+    - 🔥🔥🔥  [glm-4-9b-chat](https://huggingface.co/THUDM/glm-4-9b-chat)
     - 🔥🔥🔥  [Phi-3](https://huggingface.co/collections/microsoft/phi-3-6626e15e9585a200d2d761e3)
     - 🔥🔥🔥  [Yi-1.5-34B-Chat](https://huggingface.co/01-ai/Yi-1.5-34B-Chat)
     - 🔥🔥🔥  [Yi-1.5-9B-Chat](https://huggingface.co/01-ai/Yi-1.5-9B-Chat)
diff --git a/dbgpt/configs/model_config.py b/dbgpt/configs/model_config.py
index 6f49242f7..7a0e20102 100644
--- a/dbgpt/configs/model_config.py
+++ b/dbgpt/configs/model_config.py
@@ -52,6 +52,8 @@ def get_device() -> str:
     "chatglm2-6b-int4": os.path.join(MODEL_PATH, "chatglm2-6b-int4"),
     # https://huggingface.co/THUDM/chatglm3-6b
     "chatglm3-6b": os.path.join(MODEL_PATH, "chatglm3-6b"),
+    # https://huggingface.co/THUDM/glm-4-9b-chat
+    "glm-4-9b-chat": os.path.join(MODEL_PATH, "glm-4-9b-chat"),
     "guanaco-33b-merged": os.path.join(MODEL_PATH, "guanaco-33b-merged"),
     "falcon-40b": os.path.join(MODEL_PATH, "falcon-40b"),
     "gorilla-7b": os.path.join(MODEL_PATH, "gorilla-7b"),
diff --git a/dbgpt/model/adapter/hf_adapter.py b/dbgpt/model/adapter/hf_adapter.py
index ec24965fc..a24031136 100644
--- a/dbgpt/model/adapter/hf_adapter.py
+++ b/dbgpt/model/adapter/hf_adapter.py
@@ -18,6 +18,8 @@ class NewHFChatModelAdapter(LLMModelAdapter, ABC):
     prompt template for this model
     """
 
+    trust_remote_code: bool = True
+
     def new_adapter(self, **kwargs) -> "NewHFChatModelAdapter":
         return self.__class__()
 
@@ -77,13 +79,18 @@ def load(self, model_path: str, from_pretrained_kwargs: dict):
                 model_path,
                 use_fast=self.use_fast_tokenizer(),
                 revision=revision,
-                trust_remote_code=True,
+                trust_remote_code=self.trust_remote_code,
             )
         except TypeError:
             tokenizer = AutoTokenizer.from_pretrained(
-                model_path, use_fast=False, revision=revision, trust_remote_code=True
+                model_path,
+                use_fast=False,
+                revision=revision,
+                trust_remote_code=self.trust_remote_code,
             )
         try:
+            if "trust_remote_code" not in from_pretrained_kwargs:
+                from_pretrained_kwargs["trust_remote_code"] = self.trust_remote_code
             model = AutoModelForCausalLM.from_pretrained(
                 model_path, low_cpu_mem_usage=True, **from_pretrained_kwargs
             )
@@ -480,6 +487,19 @@ def do_match(self, lower_model_name_or_path: Optional[str] = None):
         )
 
 
+class GLM4Aapter(NewHFChatModelAdapter):
+    """
+    https://huggingface.co/defog/glm-4-8b
+    """
+
+    def do_match(self, lower_model_name_or_path: Optional[str] = None):
+        return (
+            lower_model_name_or_path
+            and "glm-4" in lower_model_name_or_path
+            and "chat" in lower_model_name_or_path
+        )
+
+
 # The following code is used to register the model adapter
 # The last registered model adapter is matched first
 register_model_adapter(YiAdapter)
@@ -496,3 +516,4 @@ def do_match(self, lower_model_name_or_path: Optional[str] = None):
 register_model_adapter(PhiAdapter)
 register_model_adapter(SQLCoderAdapter)
 register_model_adapter(OpenChatAdapter)
+register_model_adapter(GLM4Aapter)