diff --git a/qlib/contrib/model/pytorch_alstm.py b/qlib/contrib/model/pytorch_alstm.py
index 6df996e11..e8b316795 100644
--- a/qlib/contrib/model/pytorch_alstm.py
+++ b/qlib/contrib/model/pytorch_alstm.py
@@ -218,7 +218,6 @@ class ALSTM(Model):
         self,
         dataset: DatasetH,
         evals_result=dict(),
-        verbose=True,
         save_path=None,
     ):
 
diff --git a/qlib/contrib/model/pytorch_alstm_ts.py b/qlib/contrib/model/pytorch_alstm_ts.py
index 933905439..1907b9d76 100644
--- a/qlib/contrib/model/pytorch_alstm_ts.py
+++ b/qlib/contrib/model/pytorch_alstm_ts.py
@@ -205,7 +205,6 @@ class ALSTM(Model):
         self,
         dataset,
         evals_result=dict(),
-        verbose=True,
         save_path=None,
     ):
         dl_train = dataset.prepare("train", col_set=["feature", "label"], data_key=DataHandlerLP.DK_L)
diff --git a/qlib/contrib/model/pytorch_gats.py b/qlib/contrib/model/pytorch_gats.py
index 061feaa84..7d3b00232 100644
--- a/qlib/contrib/model/pytorch_gats.py
+++ b/qlib/contrib/model/pytorch_gats.py
@@ -236,7 +236,6 @@ class GATs(Model):
         self,
         dataset: DatasetH,
         evals_result=dict(),
-        verbose=True,
         save_path=None,
     ):
 
diff --git a/qlib/contrib/model/pytorch_gats_ts.py b/qlib/contrib/model/pytorch_gats_ts.py
index b179a6df6..99ae3d4da 100644
--- a/qlib/contrib/model/pytorch_gats_ts.py
+++ b/qlib/contrib/model/pytorch_gats_ts.py
@@ -249,7 +249,6 @@ class GATs(Model):
         self,
         dataset,
         evals_result=dict(),
-        verbose=True,
         save_path=None,
     ):
 
diff --git a/qlib/contrib/model/pytorch_gru.py b/qlib/contrib/model/pytorch_gru.py
index 720e6b4f1..d4dc88452 100755
--- a/qlib/contrib/model/pytorch_gru.py
+++ b/qlib/contrib/model/pytorch_gru.py
@@ -218,7 +218,6 @@ class GRU(Model):
         self,
         dataset: DatasetH,
         evals_result=dict(),
-        verbose=True,
         save_path=None,
     ):
 
diff --git a/qlib/contrib/model/pytorch_gru_ts.py b/qlib/contrib/model/pytorch_gru_ts.py
index cbf1c1add..1f2137c8f 100755
--- a/qlib/contrib/model/pytorch_gru_ts.py
+++ b/qlib/contrib/model/pytorch_gru_ts.py
@@ -205,7 +205,6 @@ class GRU(Model):
         self,
         dataset,
         evals_result=dict(),
-        verbose=True,
         save_path=None,
     ):
         dl_train = dataset.prepare("train", col_set=["feature", "label"], data_key=DataHandlerLP.DK_L)
diff --git a/qlib/contrib/model/pytorch_lstm.py b/qlib/contrib/model/pytorch_lstm.py
index 61e372425..be8d20a15 100755
--- a/qlib/contrib/model/pytorch_lstm.py
+++ b/qlib/contrib/model/pytorch_lstm.py
@@ -214,7 +214,6 @@ class LSTM(Model):
         self,
         dataset: DatasetH,
         evals_result=dict(),
-        verbose=True,
         save_path=None,
     ):
 
diff --git a/qlib/contrib/model/pytorch_lstm_ts.py b/qlib/contrib/model/pytorch_lstm_ts.py
index 44d136676..3142f15c5 100755
--- a/qlib/contrib/model/pytorch_lstm_ts.py
+++ b/qlib/contrib/model/pytorch_lstm_ts.py
@@ -201,7 +201,6 @@ class LSTM(Model):
         self,
         dataset,
         evals_result=dict(),
-        verbose=True,
         save_path=None,
     ):
         dl_train = dataset.prepare("train", col_set=["feature", "label"], data_key=DataHandlerLP.DK_L)
diff --git a/qlib/contrib/model/pytorch_sfm.py b/qlib/contrib/model/pytorch_sfm.py
index 55058797a..40b991c9c 100644
--- a/qlib/contrib/model/pytorch_sfm.py
+++ b/qlib/contrib/model/pytorch_sfm.py
@@ -369,7 +369,6 @@ class SFM(Model):
         self,
         dataset: DatasetH,
         evals_result=dict(),
-        verbose=True,
         save_path=None,
     ):
 
diff --git a/qlib/contrib/model/pytorch_tabnet.py b/qlib/contrib/model/pytorch_tabnet.py
index ff56b0561..7e47f58dc 100644
--- a/qlib/contrib/model/pytorch_tabnet.py
+++ b/qlib/contrib/model/pytorch_tabnet.py
@@ -162,7 +162,6 @@ class TabnetModel(Model):
         self,
         dataset: DatasetH,
         evals_result=dict(),
-        verbose=True,
         save_path=None,
     ):
         if self.pretrain: