diff --git a/python/sglang/srt/lora/lora_manager.py b/python/sglang/srt/lora/lora_manager.py
index baf120ca2..d288323bf 100644
--- a/python/sglang/srt/lora/lora_manager.py
+++ b/python/sglang/srt/lora/lora_manager.py
@@ -415,6 +415,10 @@ class LoRAManager:
         replace_submodule(self.base_model, module_name, lora_module)
         return lora_module
 
+    def should_skip_lora_for_vision_model(self, module_name):
+        # TODO: support different vision models
+        return module_name.find("vision_model.model") != -1
+
     def init_lora_modules(self):
         # Look-up table that essentially maps (layer_index, module_name) to the corresponding LoRA module.
         self.lora_modules: List[Dict[str, BaseLayerWithLoRA]] = [
@@ -432,6 +436,10 @@ class LoRAManager:
             ) and not self.base_model.should_apply_lora(module_name):
                 continue
 
+            # Skip vision model
+            if self.should_skip_lora_for_vision_model(module_name):
+                continue
+
             # The module should be converted if it is included in target_names
             if module_name.split(".")[-1] in self.target_modules:
                 layer_id = get_layer_id(module_name)