diff --git a/egs/librispeech/ASR/incremental_transf/.identity_train.py.swp b/egs/librispeech/ASR/incremental_transf/.identity_train.py.swp
index 3f36fbd7b..f9a81e2ee 100644
Binary files a/egs/librispeech/ASR/incremental_transf/.identity_train.py.swp and b/egs/librispeech/ASR/incremental_transf/.identity_train.py.swp differ
diff --git a/egs/librispeech/ASR/incremental_transf/identity_train.py b/egs/librispeech/ASR/incremental_transf/identity_train.py
index 4e4d18091..b8b768d7a 100755
--- a/egs/librispeech/ASR/incremental_transf/identity_train.py
+++ b/egs/librispeech/ASR/incremental_transf/identity_train.py
@@ -975,12 +975,14 @@ def run(rank, world_size, args):
     logging.info(params)
 
     logging.info("About to create model")
-    model = get_transducer_model(params)
+    transducer_model = get_transducer_model(params)
     
     pre_trained_model = torch.load('/workspace/icefall/egs/librispeech/ASR/incremental_transf/conformer_12layers.pt')
     pre_trained_model = pre_trained_model['model']
-    model.load_state_dict(pre_trained_model, strict=True)
-    print(model) 
+    transducer_model.load_state_dict(pre_trained_model, strict=True)
+
+    model = get_interformer_model(transducer_model.encoder, params)
+    print(model)
     '''
     for n, p in model.named_parameters():
         if 'layer' not in n: