diff --git a/RWKV-v4neo/src/trainer.py b/RWKV-v4neo/src/trainer.py
index 609fdffd..13b50ab4 100644
--- a/RWKV-v4neo/src/trainer.py
+++ b/RWKV-v4neo/src/trainer.py
@@ -129,7 +129,7 @@ def on_train_epoch_start(self, trainer, pl_module):
     def on_train_epoch_end(self, trainer, pl_module):
         args = self.args
         if trainer.is_global_zero:  # logging & save state_dict
-            if (args.epoch_save > 0 and trainer.current_epoch % args.epoch_save == 0) or trainer.current_epoch == args.epoch_count - 1:
+            if (args.epoch_save > 0 and trainer.current_epoch % args.epoch_save == 0) or (trainer.current_epoch == args.epoch_count - 1):
                 if args.data_type == 'wds_img':
                     raw_dict = pl_module.state_dict()
                     to_save_dict = {}
@@ -150,6 +150,8 @@ def on_train_epoch_end(self, trainer, pl_module):
 
             trainer.my_loss_sum = 0
             trainer.my_loss_count = 0
+            if (args.epoch_begin + trainer.current_epoch) >= args.my_exit:
+                exit(0)
 
 
 @rank_zero_only
diff --git a/RWKV-v4neo/train.py b/RWKV-v4neo/train.py
index ef97fd9d..9bcf1761 100644
--- a/RWKV-v4neo/train.py
+++ b/RWKV-v4neo/train.py
@@ -107,6 +107,7 @@
     parser.add_argument("--my_qa_mask", default=0, type=int)
     parser.add_argument("--my_random_steps", default=0, type=int)
     parser.add_argument("--my_testing", default='', type=str)
+    parser.add_argument("--my_exit", default=99999999, type=int)
 
     parser = Trainer.add_argparse_args(parser)
     args = parser.parse_args()
@@ -204,11 +205,12 @@
             for p in os.listdir(args.proj_dir):
                 if p.startswith("rwkv") and p.endswith(".pth"):
                     p = ((p.split("-"))[1].split("."))[0]
-                    if p == "init":
-                        p = -1
-                    else:
-                        p = int(p)
-                    list_p += [p]
+                    if p != "final":
+                        if p == "init":
+                            p = -1
+                        else:
+                            p = int(p)
+                        list_p += [p]
             list_p.sort()
             max_p = list_p[-1]
             if len(list_p) > 1: