diff --git a/python/sglang/srt/managers/tokenizer_manager.py b/python/sglang/srt/managers/tokenizer_manager.py
index 347e7ad1d..428bf10d7 100644
--- a/python/sglang/srt/managers/tokenizer_manager.py
+++ b/python/sglang/srt/managers/tokenizer_manager.py
@@ -554,18 +554,43 @@ class TokenizerManager:
             obj.load_format = self.server_args.load_format
 
         if not self.model_update_lock.locked():
-            async with self.model_update_lock:
-                # wait for the previous generation requests to finish
-                while len(self.rid_to_state) > 0:
-                    await asyncio.sleep(0.001)
-                self.send_to_scheduler.send_pyobj(obj)
-                self.model_update_result = asyncio.Future()
-                result = await self.model_update_result
-                if result.success:
-                    self.server_args.model_path = obj.model_path
-                    self.server_args.load_format = obj.load_format
-                    self.model_path = obj.model_path
-            return result.success, result.message
+        
+            if self.server_args.dp_size == 1:
+                async with self.model_update_lock:
+                    # wait for the previous generation requests to finish
+                    while len(self.rid_to_state) > 0:
+                        await asyncio.sleep(0.001)
+                    self.send_to_scheduler.send_pyobj(obj)
+                    self.model_update_result = asyncio.Future()
+                    result = await self.model_update_result
+                    if result.success:
+                        self.server_args.model_path = obj.model_path
+                        self.server_args.load_format = obj.load_format
+                        self.model_path = obj.model_path
+                return result.success, result.message
+
+            else: # self.server_args.dp_size > 1
+
+                # There will be dp_size number of response from the detokenizer
+                async with self.model_update_lock:
+                    # wait for the previous generation requests to finish
+                    while len(self.rid_to_state) > 0:
+                        await asyncio.sleep(0.001)
+                    self.send_to_scheduler.send_pyobj(obj)
+                    self.model_update_result = asyncio.Future()
+                    self.model_update_tmp = []
+                    result = await self.model_update_result
+
+                    all_success = all([r.success for r in result])
+                    if all_success is True:
+                        self.server_args.model_path = obj.model_path
+                        self.server_args.load_format = obj.load_format
+                        self.model_path = obj.model_path
+                    all_message = [r.message for r in result]
+                    all_message = " | ".join(all_message)
+                    
+                return all_success, all_message
+
         else:
             return False, "Another update is in progress. Please try again later."
 
@@ -600,7 +625,13 @@ class TokenizerManager:
             ] = await self.recv_from_detokenizer.recv_pyobj()
 
             if isinstance(recv_obj, UpdateWeightReqOutput):
-                self.model_update_result.set_result(recv_obj)
+                if self.server_args.dp_size == 1:
+                    self.model_update_result.set_result(recv_obj)
+                else: # self.server_args.dp_size > 1
+                    self.model_update_tmp.append(recv_obj)
+                    # set future if the all results are recevied
+                    if len(self.model_update_tmp) == self.server_args.dp_size:
+                        self.model_update_result.set_result(self.model_update_tmp)
                 continue
             elif isinstance(recv_obj, GetMemPoolSizeReqOutput):
                 self.mem_pool_size.set_result(recv_obj)
diff --git a/test/srt/test_data_parallelism.py b/test/srt/test_data_parallelism.py
index 5f17994a2..00bae0a88 100644
--- a/test/srt/test_data_parallelism.py
+++ b/test/srt/test_data_parallelism.py
@@ -1,6 +1,9 @@
+import time
 import unittest
 from types import SimpleNamespace
 
+import requests
+
 from sglang.srt.utils import kill_child_process
 from sglang.test.run_eval import run_eval
 from sglang.test.test_utils import (
@@ -39,6 +42,26 @@ class TestDataParallelism(unittest.TestCase):
         metrics = run_eval(args)
         assert metrics["score"] >= 0.65
 
+    def test_update_weight(self):
+        response = requests.post(
+            self.base_url + "/update_weights",
+            json={"model_path": DEFAULT_MODEL_NAME_FOR_TEST},
+        )
+
+        # check if the response is 200
+        assert response.status_code == 200
+
+        # pause a few seconds then send again
+        time.sleep(5)
+        
+        response = requests.post(
+            self.base_url + "/update_weights",
+            json={"model_path": DEFAULT_MODEL_NAME_FOR_TEST},
+        )
+
+        # check if the response is 200
+        assert response.status_code == 200
+
 
 if __name__ == "__main__":
     unittest.main()