diff --git a/python/sglang/srt/utils.py b/python/sglang/srt/utils.py
index 20bf6b264..6ad39647f 100644
--- a/python/sglang/srt/utils.py
+++ b/python/sglang/srt/utils.py
@@ -724,14 +724,22 @@ def first_rank_print(*args, **kwargs):
 
 
 def get_zmq_socket(context: zmq.Context, socket_type: zmq.SocketType, endpoint: str):
+    mem = psutil.virtual_memory()
+    total_mem = mem.total / 1024**3
+    available_mem = mem.available / 1024**3
+    if total_mem > 32 and available_mem > 16:
+        buf_size = int(0.5 * 1024**3)
+    else:
+        buf_size = -1
+
     socket = context.socket(socket_type)
     if socket_type == zmq.PUSH:
         socket.setsockopt(zmq.SNDHWM, 0)
-        socket.setsockopt(zmq.SNDBUF, 100000000)
+        socket.setsockopt(zmq.SNDBUF, buf_size)
         socket.connect(f"ipc://{endpoint}")
     elif socket_type == zmq.PULL:
         socket.setsockopt(zmq.RCVHWM, 0)
-        socket.setsockopt(zmq.RCVBUF, 100000000)
+        socket.setsockopt(zmq.RCVBUF, buf_size)
         socket.bind(f"ipc://{endpoint}")
     else:
         raise ValueError(f"Unsupported socket type: {socket_type}")