diff --git a/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/.train.py.swp b/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/.train.py.swp
index 0ace3e9a1..d13a7bd41 100644
Binary files a/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/.train.py.swp and b/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/.train.py.swp differ
diff --git a/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/train.py b/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/train.py
index fe422eb16..c72936741 100755
--- a/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/train.py
+++ b/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/train.py
@@ -103,6 +103,21 @@ def set_batch_count(model: Union[nn.Module, DDP], batch_count: float) -> None:
             module.batch_count = batch_count
 
 
+def add_rep_arguments(parser: argparse.ArgumentParser):
+    parser.add_argument(
+        "--num-encoder-layers",
+        type=str,
+        default="2,4,3,2,4",
+        help="Number of zipformer encoder layers, comma separated.",
+    )
+
+    parser.add_argument(
+        "--feedforward-dims",
+        type=str,
+        default="1024,1024,2048,2048,1024",
+        help="Feedforward dimension of the zipformer encoder layers, comma separated.",
+    )
+
 def add_model_arguments(parser: argparse.ArgumentParser):
     parser.add_argument(
         "--num-encoder-layers",
@@ -124,14 +139,7 @@ def add_model_arguments(parser: argparse.ArgumentParser):
         default="8,8,8,8,8",
         help="Number of attention heads in the zipformer encoder layers.",
     )
-    
-    parser.add_argument(
-        "--encoder-dim",
-        type=int,
-        default=768,
-        help="Encoder embedding dimension",
-    )
-    '''
+
     parser.add_argument(
         "--encoder-dims",
         type=str,
@@ -169,7 +177,7 @@ def add_model_arguments(parser: argparse.ArgumentParser):
         default="31,31,31,31,31",
         help="Sizes of kernels in convolution modules",
     )
-    '''
+
     parser.add_argument(
         "--decoder-dim",
         type=int,
@@ -206,13 +214,6 @@ def get_parser():
         default=12354,
         help="Master port to use for DDP training.",
     )
-    
-    parser.add_argument(
-        "--wandb",
-        type=str2bool,
-        default=False,
-        help="Should various information be logged in wandb.",
-    )
 
     parser.add_argument(
         "--tensorboard",