diff --git a/src/train.py b/src/train.py
index 6a3212cb..4cc21194 100644
--- a/src/train.py
+++ b/src/train.py
@@ -1,3 +1,8 @@
+import os
+
+import torch
+from transformers import is_torch_npu_available
+
 from llmtuner.train.tuner import run_exp
 
 
@@ -11,4 +16,7 @@ def _mp_fn(index):
 
 
 if __name__ == "__main__":
+    if is_torch_npu_available():
+        use_jit_compile = os.getenv('JIT_COMPILE', 'False').lower() in ['true', '1']
+        torch.npu.set_compile_mode(jit_compile=use_jit_compile)
     main()