diff --git a/pytorch/model.py b/pytorch/model.py
index ff94d35..d921b25 100644
--- a/pytorch/model.py
+++ b/pytorch/model.py
@@ -1,9 +1,11 @@
+import imp
 import os
 import torch
 import torch.nn as nn
 import torch.nn.functional as F
 from torch import Tensor
 from pathlib import Path
+from towhee.hub.repo_manager import RepoManager
 
 class Transformer(nn.Module):
     def __init__(self):
@@ -185,6 +187,14 @@ class Model():
         self._device = device
         self._model = Transformer()
         path = os.path.join(str(Path(__file__).parent), 'weights', model_name + '_net_G_float.pth')
+        if not os.path.exists(path):
+            try:
+                repo = RepoManager('img2img-translation', 'cartoongan')
+                repo.download_executor(tag='main', file_name='pytorch/weights/'+ model_name + '_net_G_float.pth', 
+                                       lfs_files=('.pth'), local_repo_path=str(Path(__file__).parent.parent))
+            except:
+                print('Error when downloading model, please make sure the mode_name in (Hayao, Hosoda, Shinkai, Paprika).')
+
         self._model.load_state_dict(torch.load(path))
         self._model.to(self._device)
         self._model.eval()