diff --git a/distributed/FSDP2/train.py b/distributed/FSDP2/train.py
index 3b38f214d6..f9c123baad 100644
--- a/distributed/FSDP2/train.py
+++ b/distributed/FSDP2/train.py
@@ -10,7 +10,7 @@ def main(args):
     rank = int(os.environ["LOCAL_RANK"])
     device = torch.device(f"cuda:{rank}")
     torch.cuda.set_device(device)
-    torch.manual_seed(rank)
+    torch.manual_seed(args.seed)
     vocab_size = 1024
     model_args = ModelArgs(
         n_layers=3,
@@ -35,10 +35,6 @@ def main(args):
 
 if __name__ == "__main__":
     parser = argparse.ArgumentParser(description='PyTorch FSDP2 example')
-    parser.add_argument('--meta-init', type=int, default=4, metavar='N',
-                        help='input batch size for training (default: 64)')
-    parser.add_argument('--epochs', type=int, default=2, metavar='N',
-                        help='number of epochs to train (default: 3)')
     parser.add_argument('--seed', type=int, default=1, metavar='S',
                         help='random seed (default: 1)')
     args = parser.parse_args()