diff --git a/angle_emb/train_cli.py b/angle_emb/train_cli.py
index 7fbd8b1..26e29ae 100644
--- a/angle_emb/train_cli.py
+++ b/angle_emb/train_cli.py
@@ -19,8 +19,6 @@
                     help='Specify pretrained model path to load pretrained model, default None')
 parser.add_argument('--pretrained_lora_path', type=str, default=None,
                     help='Specify pretrained lora path to load lora, default None')
-parser.add_argument('--bellm_class_name', type=str, default=None,
-                    help='Specify bellm class name, default None')
 parser.add_argument('--train_name_or_path', type=str, required=True,
                     help='Specify huggingface datasets name or local file path for train set, required')
 parser.add_argument('--train_subset_name', type=str, default=None,
@@ -134,11 +132,8 @@ def main():
                       'r': args.lora_r,
                       'lora_alpha': args.lora_alpha,
                       'lora_dropout': args.lora_dropout,
-                      'target_modules': ['fc2', 'Wqkv', 'fc1'] if 'BePhi2Model' == args.bellm_class_name else None,
                   },
                   load_kbit=args.load_kbit,
-                  bellm_class_name=args.bellm_class_name,
-                  kbit_kwargs={'use_gradient_checkpointing': False} if 'BePhi2Model' == args.bellm_class_name else None,
                   torch_dtype=args.torch_dtype)
 
     if args.start_bilayer_index is not None: