diff --git a/python/sglang/srt/batch_invariant_ops/batch_invariant_ops.py b/python/sglang/srt/batch_invariant_ops/batch_invariant_ops.py
index 7b9e3af5a..9db9cc430 100644
--- a/python/sglang/srt/batch_invariant_ops/batch_invariant_ops.py
+++ b/python/sglang/srt/batch_invariant_ops/batch_invariant_ops.py
@@ -524,7 +524,9 @@ def is_batch_invariant_mode_enabled():
     return _batch_invariant_MODE
 
 
-def enable_batch_invariant_mode():
+def enable_batch_invariant_mode(
+    enable_bmm: bool = True,
+):
     global _batch_invariant_MODE, _batch_invariant_LIB, _original_torch_bmm
     if _batch_invariant_MODE:
         return
@@ -537,11 +539,13 @@ def enable_batch_invariant_mode():
         "aten::_log_softmax", _log_softmax_batch_invariant, "CUDA"
     )
     _batch_invariant_LIB.impl("aten::mean.dim", mean_batch_invariant, "CUDA")
-    _batch_invariant_LIB.impl("aten::bmm", bmm_batch_invariant, "CUDA")
 
-    # Also monkeypatch torch.bmm directly as a fallback
-    _original_torch_bmm = torch.bmm
-    torch.bmm = bmm_batch_invariant
+    if enable_bmm:
+        _batch_invariant_LIB.impl("aten::bmm", bmm_batch_invariant, "CUDA")
+
+        # Also monkeypatch torch.bmm directly as a fallback
+        _original_torch_bmm = torch.bmm
+        torch.bmm = bmm_batch_invariant
 
 
 def disable_batch_invariant_mode():