diff --git a/src/llamafactory/model/model_utils/liger_kernel.py b/src/llamafactory/model/model_utils/liger_kernel.py
index 56b64b03a..4f63e10c1 100644
--- a/src/llamafactory/model/model_utils/liger_kernel.py
+++ b/src/llamafactory/model/model_utils/liger_kernel.py
@@ -16,6 +16,7 @@ import inspect
 from typing import TYPE_CHECKING
 
 from ...extras import logging
+from ...extras.misc import get_device_name
 
 
 if TYPE_CHECKING:
@@ -99,5 +100,12 @@ def apply_liger_kernel(
     else:
         kwargs = {}
 
+    if get_device_name() == "npu":
+        import torch
+
+        if "Ascend910" not in torch.npu.get_device_name(0):
+            kwargs["swiglu"] = False
+            kwargs["fused_linear_cross_entropy"] = False
+
     apply_liger_kernel(**kwargs)
     logger.info_rank0("Liger kernel has been applied to the model.")