diff --git a/runtime/python/libtorch/funasr_torch/paraformer_bin.py b/runtime/python/libtorch/funasr_torch/paraformer_bin.py
index 16c040678..8e404126a 100644
--- a/runtime/python/libtorch/funasr_torch/paraformer_bin.py
+++ b/runtime/python/libtorch/funasr_torch/paraformer_bin.py
@@ -37,14 +37,18 @@ def __init__(
         if not Path(model_dir).exists():
             try:
                 from modelscope.hub.snapshot_download import snapshot_download
-            except:
-                raise "You are exporting model from modelscope, please install modelscope and try it again. To install modelscope, you could:\n" "\npip3 install -U modelscope\n" "For the users in China, you could install with the command:\n" "\npip3 install -U modelscope -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+            except ImportError as e:
+                raise ImportError(
+                    "You are exporting model from modelscope, please install modelscope and try it again. To install modelscope, you could:\n" "\npip3 install -U modelscope\n" "For the users in China, you could install with the command:\n" "\npip3 install -U modelscope -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+                ) from e
             try:
                 model_dir = snapshot_download(model_dir, cache_dir=cache_dir)
-            except:
-                raise "model_dir must be model_name in modelscope or local path downloaded from modelscope, but is {}".format(
-                    model_dir
-                )
+            except Exception as e:
+                raise RuntimeError(
+                    "model_dir must be model_name in modelscope or local path downloaded from modelscope, but is {}".format(
+                        model_dir
+                    )
+                ) from e
 
         model_file = os.path.join(model_dir, "model.torchscript")
         if quantize:
@@ -53,8 +57,10 @@ def __init__(
             print(".torchscripts does not exist, begin to export torchscript")
             try:
                 from funasr import AutoModel
-            except:
-                raise "You are exporting onnx, please install funasr and try it again. To install funasr, you could:\n" "\npip3 install -U funasr\n" "For the users in China, you could install with the command:\n" "\npip3 install -U funasr -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+            except ImportError as e:
+                raise ImportError(
+                    "You are exporting onnx, please install funasr and try it again. To install funasr, you could:\n" "\npip3 install -U funasr\n" "For the users in China, you could install with the command:\n" "\npip3 install -U funasr -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+                ) from e
 
             model = AutoModel(model=model_dir)
             model_dir = model.export(type="torchscript", quantize=quantize, **kwargs)
@@ -258,14 +264,18 @@ def __init__(
         if not Path(model_dir).exists():
             try:
                 from modelscope.hub.snapshot_download import snapshot_download
-            except:
-                raise "You are exporting model from modelscope, please install modelscope and try it again. To install modelscope, you could:\n" "\npip3 install -U modelscope\n" "For the users in China, you could install with the command:\n" "\npip3 install -U modelscope -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+            except ImportError as e:
+                raise ImportError(
+                    "You are exporting model from modelscope, please install modelscope and try it again. To install modelscope, you could:\n" "\npip3 install -U modelscope\n" "For the users in China, you could install with the command:\n" "\npip3 install -U modelscope -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+                ) from e
             try:
                 model_dir = snapshot_download(model_dir, cache_dir=cache_dir)
-            except:
-                raise "model_dir must be model_name in modelscope or local path downloaded from modelscope, but is {}".format(
-                    model_dir
-                )
+            except Exception as e:
+                raise RuntimeError(
+                    "model_dir must be model_name in modelscope or local path downloaded from modelscope, but is {}".format(
+                        model_dir
+                    )
+                ) from e
 
         if quantize:
             model_bb_file = os.path.join(model_dir, "model_bb_quant.torchscript")
@@ -278,8 +288,10 @@ def __init__(
             print(".onnx does not exist, begin to export onnx")
             try:
                 from funasr import AutoModel
-            except:
-                raise "You are exporting onnx, please install funasr and try it again. To install funasr, you could:\n" "\npip3 install -U funasr\n" "For the users in China, you could install with the command:\n" "\npip3 install -U funasr -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+            except ImportError as e:
+                raise ImportError(
+                    "You are exporting onnx, please install funasr and try it again. To install funasr, you could:\n" "\npip3 install -U funasr\n" "For the users in China, you could install with the command:\n" "\npip3 install -U funasr -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+                ) from e
 
             model = AutoModel(model=model_dir)
             model_dir = model.export(type="torchscript", quantize=quantize, **kwargs)
diff --git a/runtime/python/libtorch/funasr_torch/sensevoice_bin.py b/runtime/python/libtorch/funasr_torch/sensevoice_bin.py
index 608da41cd..c27bfdd83 100644
--- a/runtime/python/libtorch/funasr_torch/sensevoice_bin.py
+++ b/runtime/python/libtorch/funasr_torch/sensevoice_bin.py
@@ -43,14 +43,18 @@ def __init__(
         if not Path(model_dir).exists():
             try:
                 from modelscope.hub.snapshot_download import snapshot_download
-            except:
-                raise "You are exporting model from modelscope, please install modelscope and try it again. To install modelscope, you could:\n" "\npip3 install -U modelscope\n" "For the users in China, you could install with the command:\n" "\npip3 install -U modelscope -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+            except ImportError as e:
+                raise ImportError(
+                    "You are exporting model from modelscope, please install modelscope and try it again. To install modelscope, you could:\n" "\npip3 install -U modelscope\n" "For the users in China, you could install with the command:\n" "\npip3 install -U modelscope -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+                ) from e
             try:
                 model_dir = snapshot_download(model_dir, cache_dir=cache_dir)
-            except:
-                raise "model_dir must be model_name in modelscope or local path downloaded from modelscope, but is {}".format(
-                    model_dir
-                )
+            except Exception as e:
+                raise RuntimeError(
+                    "model_dir must be model_name in modelscope or local path downloaded from modelscope, but is {}".format(
+                        model_dir
+                    )
+                ) from e
 
         model_file = os.path.join(model_dir, "model.torchscript")
         if quantize:
@@ -59,8 +63,10 @@ def __init__(
             print(".torchscripts does not exist, begin to export torchscript")
             try:
                 from funasr import AutoModel
-            except:
-                raise "You are exporting onnx, please install funasr and try it again. To install funasr, you could:\n" "\npip3 install -U funasr\n" "For the users in China, you could install with the command:\n" "\npip3 install -U funasr -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+            except ImportError as e:
+                raise ImportError(
+                    "You are exporting onnx, please install funasr and try it again. To install funasr, you could:\n" "\npip3 install -U funasr\n" "For the users in China, you could install with the command:\n" "\npip3 install -U funasr -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+                ) from e
 
             model = AutoModel(model=model_dir)
             model_dir = model.export(type="torchscript", quantize=quantize, **kwargs)
diff --git a/runtime/python/onnxruntime/funasr_onnx/paraformer_bin.py b/runtime/python/onnxruntime/funasr_onnx/paraformer_bin.py
index bde7f442e..94538033c 100644
--- a/runtime/python/onnxruntime/funasr_onnx/paraformer_bin.py
+++ b/runtime/python/onnxruntime/funasr_onnx/paraformer_bin.py
@@ -49,14 +49,18 @@ def __init__(
         if not Path(model_dir).exists():
             try:
                 from modelscope.hub.snapshot_download import snapshot_download
-            except:
-                raise "You are exporting model from modelscope, please install modelscope and try it again. To install modelscope, you could:\n" "\npip3 install -U modelscope\n" "For the users in China, you could install with the command:\n" "\npip3 install -U modelscope -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+            except ImportError as e:
+                raise ImportError(
+                    "You are exporting model from modelscope, please install modelscope and try it again. To install modelscope, you could:\n" "\npip3 install -U modelscope\n" "For the users in China, you could install with the command:\n" "\npip3 install -U modelscope -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+                ) from e
             try:
                 model_dir = snapshot_download(model_dir, cache_dir=cache_dir)
-            except:
-                raise "model_dir must be model_name in modelscope or local path downloaded from modelscope, but is {}".format(
-                    model_dir
-                )
+            except Exception as e:
+                raise RuntimeError(
+                    "model_dir must be model_name in modelscope or local path downloaded from modelscope, but is {}".format(
+                        model_dir
+                    )
+                ) from e
 
         model_file = os.path.join(model_dir, "model.onnx")
         if quantize:
@@ -65,8 +69,10 @@ def __init__(
             print(".onnx does not exist, begin to export onnx")
             try:
                 from funasr import AutoModel
-            except:
-                raise "You are exporting onnx, please install funasr and try it again. To install funasr, you could:\n" "\npip3 install -U funasr\n" "For the users in China, you could install with the command:\n" "\npip3 install -U funasr -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+            except ImportError as e:
+                raise ImportError(
+                    "You are exporting onnx, please install funasr and try it again. To install funasr, you could:\n" "\npip3 install -U funasr\n" "For the users in China, you could install with the command:\n" "\npip3 install -U funasr -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+                ) from e
 
             model = AutoModel(model=model_dir)
             model_dir = model.export(type="onnx", quantize=quantize, **kwargs)
@@ -284,14 +290,18 @@ def __init__(
         if not Path(model_dir).exists():
             try:
                 from modelscope.hub.snapshot_download import snapshot_download
-            except:
-                raise "You are exporting model from modelscope, please install modelscope and try it again. To install modelscope, you could:\n" "\npip3 install -U modelscope\n" "For the users in China, you could install with the command:\n" "\npip3 install -U modelscope -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+            except ImportError as e:
+                raise ImportError(
+                    "You are exporting model from modelscope, please install modelscope and try it again. To install modelscope, you could:\n" "\npip3 install -U modelscope\n" "For the users in China, you could install with the command:\n" "\npip3 install -U modelscope -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+                ) from e
             try:
                 model_dir = snapshot_download(model_dir, cache_dir=cache_dir)
-            except:
-                raise "model_dir must be model_name in modelscope or local path downloaded from modelscope, but is {}".format(
-                    model_dir
-                )
+            except Exception as e:
+                raise RuntimeError(
+                    "model_dir must be model_name in modelscope or local path downloaded from modelscope, but is {}".format(
+                        model_dir
+                    )
+                ) from e
 
         if quantize:
             model_bb_file = os.path.join(model_dir, "model_quant.onnx")
@@ -304,8 +314,10 @@ def __init__(
             print(".onnx does not exist, begin to export onnx")
             try:
                 from funasr import AutoModel
-            except:
-                raise "You are exporting onnx, please install funasr and try it again. To install funasr, you could:\n" "\npip3 install -U funasr\n" "For the users in China, you could install with the command:\n" "\npip3 install -U funasr -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+            except ImportError as e:
+                raise ImportError(
+                    "You are exporting onnx, please install funasr and try it again. To install funasr, you could:\n" "\npip3 install -U funasr\n" "For the users in China, you could install with the command:\n" "\npip3 install -U funasr -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+                ) from e
 
             model = AutoModel(model=model_dir)
             model_dir = model.export(type="onnx", quantize=quantize, **kwargs)
diff --git a/runtime/python/onnxruntime/funasr_onnx/paraformer_online_bin.py b/runtime/python/onnxruntime/funasr_onnx/paraformer_online_bin.py
index 3f63ea020..81b991d4b 100644
--- a/runtime/python/onnxruntime/funasr_onnx/paraformer_online_bin.py
+++ b/runtime/python/onnxruntime/funasr_onnx/paraformer_online_bin.py
@@ -39,14 +39,18 @@ def __init__(
         if not Path(model_dir).exists():
             try:
                 from modelscope.hub.snapshot_download import snapshot_download
-            except:
-                raise "You are exporting model from modelscope, please install modelscope and try it again. To install modelscope, you could:\n" "\npip3 install -U modelscope\n" "For the users in China, you could install with the command:\n" "\npip3 install -U modelscope -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+            except ImportError as e:
+                raise ImportError(
+                    "You are exporting model from modelscope, please install modelscope and try it again. To install modelscope, you could:\n" "\npip3 install -U modelscope\n" "For the users in China, you could install with the command:\n" "\npip3 install -U modelscope -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+                ) from e
             try:
                 model_dir = snapshot_download(model_dir, cache_dir=cache_dir)
-            except:
-                raise "model_dir must be model_name in modelscope or local path downloaded from modelscope, but is {}".format(
-                    model_dir
-                )
+            except Exception as e:
+                raise RuntimeError(
+                    "model_dir must be model_name in modelscope or local path downloaded from modelscope, but is {}".format(
+                        model_dir
+                    )
+                ) from e
 
         encoder_model_file = os.path.join(model_dir, "model.onnx")
         decoder_model_file = os.path.join(model_dir, "decoder.onnx")
@@ -57,8 +61,10 @@ def __init__(
             print(".onnx does not exist, begin to export onnx")
             try:
                 from funasr import AutoModel
-            except:
-                raise "You are exporting onnx, please install funasr and try it again. To install funasr, you could:\n" "\npip3 install -U funasr\n" "For the users in China, you could install with the command:\n" "\npip3 install -U funasr -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+            except ImportError as e:
+                raise ImportError(
+                    "You are exporting onnx, please install funasr and try it again. To install funasr, you could:\n" "\npip3 install -U funasr\n" "For the users in China, you could install with the command:\n" "\npip3 install -U funasr -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+                ) from e
 
             model = AutoModel(model=model_dir)
             model_dir = model.export(type="onnx", quantize=quantize, **kwargs)
diff --git a/runtime/python/onnxruntime/funasr_onnx/punc_bin.py b/runtime/python/onnxruntime/funasr_onnx/punc_bin.py
index ba55186d0..7fa62d44d 100644
--- a/runtime/python/onnxruntime/funasr_onnx/punc_bin.py
+++ b/runtime/python/onnxruntime/funasr_onnx/punc_bin.py
@@ -39,14 +39,18 @@ def __init__(
         if not Path(model_dir).exists():
             try:
                 from modelscope.hub.snapshot_download import snapshot_download
-            except:
-                raise "You are exporting model from modelscope, please install modelscope and try it again. To install modelscope, you could:\n" "\npip3 install -U modelscope\n" "For the users in China, you could install with the command:\n" "\npip3 install -U modelscope -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+            except ImportError as e:
+                raise ImportError(
+                    "You are exporting model from modelscope, please install modelscope and try it again. To install modelscope, you could:\n" "\npip3 install -U modelscope\n" "For the users in China, you could install with the command:\n" "\npip3 install -U modelscope -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+                ) from e
             try:
                 model_dir = snapshot_download(model_dir, cache_dir=cache_dir)
-            except:
-                raise "model_dir must be model_name in modelscope or local path downloaded from modelscope, but is {}".format(
-                    model_dir
-                )
+            except Exception as e:
+                raise RuntimeError(
+                    "model_dir must be model_name in modelscope or local path downloaded from modelscope, but is {}".format(
+                        model_dir
+                    )
+                ) from e
 
         model_file = os.path.join(model_dir, "model.onnx")
         if quantize:
@@ -55,8 +59,10 @@ def __init__(
             print(".onnx does not exist, begin to export onnx")
             try:
                 from funasr import AutoModel
-            except:
-                raise "You are exporting onnx, please install funasr and try it again. To install funasr, you could:\n" "\npip3 install -U funasr\n" "For the users in China, you could install with the command:\n" "\npip3 install -U funasr -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+            except ImportError as e:
+                raise ImportError(
+                    "You are exporting onnx, please install funasr and try it again. To install funasr, you could:\n" "\npip3 install -U funasr\n" "For the users in China, you could install with the command:\n" "\npip3 install -U funasr -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+                ) from e
 
             model = AutoModel(model=model_dir)
             model_dir = model.export(type="onnx", quantize=quantize, **kwargs)
diff --git a/runtime/python/onnxruntime/funasr_onnx/sensevoice_bin.py b/runtime/python/onnxruntime/funasr_onnx/sensevoice_bin.py
index 8f8ae57df..0bc265ebb 100644
--- a/runtime/python/onnxruntime/funasr_onnx/sensevoice_bin.py
+++ b/runtime/python/onnxruntime/funasr_onnx/sensevoice_bin.py
@@ -46,14 +46,18 @@ def __init__(
         if not Path(model_dir).exists():
             try:
                 from modelscope.hub.snapshot_download import snapshot_download
-            except:
-                raise "You are exporting model from modelscope, please install modelscope and try it again. To install modelscope, you could:\n" "\npip3 install -U modelscope\n" "For the users in China, you could install with the command:\n" "\npip3 install -U modelscope -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+            except ImportError as e:
+                raise ImportError(
+                    "You are exporting model from modelscope, please install modelscope and try it again. To install modelscope, you could:\n" "\npip3 install -U modelscope\n" "For the users in China, you could install with the command:\n" "\npip3 install -U modelscope -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+                ) from e
             try:
                 model_dir = snapshot_download(model_dir, cache_dir=cache_dir)
-            except:
-                raise "model_dir must be model_name in modelscope or local path downloaded from modelscope, but is {}".format(
-                    model_dir
-                )
+            except Exception as e:
+                raise RuntimeError(
+                    "model_dir must be model_name in modelscope or local path downloaded from modelscope, but is {}".format(
+                        model_dir
+                    )
+                ) from e
 
         model_file = os.path.join(model_dir, "model.onnx")
         if quantize:
@@ -62,8 +66,10 @@ def __init__(
             print(".onnx does not exist, begin to export onnx")
             try:
                 from funasr import AutoModel
-            except:
-                raise "You are exporting onnx, please install funasr and try it again. To install funasr, you could:\n" "\npip3 install -U funasr\n" "For the users in China, you could install with the command:\n" "\npip3 install -U funasr -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+            except ImportError as e:
+                raise ImportError(
+                    "You are exporting onnx, please install funasr and try it again. To install funasr, you could:\n" "\npip3 install -U funasr\n" "For the users in China, you could install with the command:\n" "\npip3 install -U funasr -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+                ) from e
 
             model = AutoModel(model=model_dir)
             model_dir = model.export(type="onnx", quantize=quantize, **kwargs)
diff --git a/runtime/python/onnxruntime/funasr_onnx/vad_bin.py b/runtime/python/onnxruntime/funasr_onnx/vad_bin.py
index f784f2637..1c98b7f92 100644
--- a/runtime/python/onnxruntime/funasr_onnx/vad_bin.py
+++ b/runtime/python/onnxruntime/funasr_onnx/vad_bin.py
@@ -39,14 +39,18 @@ def __init__(
         if not Path(model_dir).exists():
             try:
                 from modelscope.hub.snapshot_download import snapshot_download
-            except:
-                raise "You are exporting model from modelscope, please install modelscope and try it again. To install modelscope, you could:\n" "\npip3 install -U modelscope\n" "For the users in China, you could install with the command:\n" "\npip3 install -U modelscope -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+            except ImportError as e:
+                raise ImportError(
+                    "You are exporting model from modelscope, please install modelscope and try it again. To install modelscope, you could:\n" "\npip3 install -U modelscope\n" "For the users in China, you could install with the command:\n" "\npip3 install -U modelscope -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+                ) from e
             try:
                 model_dir = snapshot_download(model_dir, cache_dir=cache_dir)
-            except:
-                raise "model_dir must be model_name in modelscope or local path downloaded from modelscope, but is {}".format(
-                    model_dir
-                )
+            except Exception as e:
+                raise RuntimeError(
+                    "model_dir must be model_name in modelscope or local path downloaded from modelscope, but is {}".format(
+                        model_dir
+                    )
+                ) from e
 
         model_file = os.path.join(model_dir, "model.onnx")
         if quantize:
@@ -55,8 +59,10 @@ def __init__(
             print(".onnx does not exist, begin to export onnx")
             try:
                 from funasr import AutoModel
-            except:
-                raise "You are exporting onnx, please install funasr and try it again. To install funasr, you could:\n" "\npip3 install -U funasr\n" "For the users in China, you could install with the command:\n" "\npip3 install -U funasr -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+            except ImportError as e:
+                raise ImportError(
+                    "You are exporting onnx, please install funasr and try it again. To install funasr, you could:\n" "\npip3 install -U funasr\n" "For the users in China, you could install with the command:\n" "\npip3 install -U funasr -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+                ) from e
 
             model = AutoModel(model=model_dir)
             model_dir = model.export(type="onnx", quantize=quantize, **kwargs)
@@ -224,14 +230,18 @@ def __init__(
         if not Path(model_dir).exists():
             try:
                 from modelscope.hub.snapshot_download import snapshot_download
-            except:
-                raise "You are exporting model from modelscope, please install modelscope and try it again. To install modelscope, you could:\n" "\npip3 install -U modelscope\n" "For the users in China, you could install with the command:\n" "\npip3 install -U modelscope -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+            except ImportError as e:
+                raise ImportError(
+                    "You are exporting model from modelscope, please install modelscope and try it again. To install modelscope, you could:\n" "\npip3 install -U modelscope\n" "For the users in China, you could install with the command:\n" "\npip3 install -U modelscope -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+                ) from e
             try:
                 model_dir = snapshot_download(model_dir, cache_dir=cache_dir)
-            except:
-                raise "model_dir must be model_name in modelscope or local path downloaded from modelscope, but is {}".format(
-                    model_dir
-                )
+            except Exception as e:
+                raise RuntimeError(
+                    "model_dir must be model_name in modelscope or local path downloaded from modelscope, but is {}".format(
+                        model_dir
+                    )
+                ) from e
 
         model_file = os.path.join(model_dir, "model.onnx")
         if quantize:
@@ -240,8 +250,10 @@ def __init__(
             print(".onnx does not exist, begin to export onnx")
             try:
                 from funasr import AutoModel
-            except:
-                raise "You are exporting onnx, please install funasr and try it again. To install funasr, you could:\n" "\npip3 install -U funasr\n" "For the users in China, you could install with the command:\n" "\npip3 install -U funasr -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+            except ImportError as e:
+                raise ImportError(
+                    "You are exporting onnx, please install funasr and try it again. To install funasr, you could:\n" "\npip3 install -U funasr\n" "For the users in China, you could install with the command:\n" "\npip3 install -U funasr -i https://mirror.sjtu.edu.cn/pypi/web/simple"
+                ) from e
 
             model = AutoModel(model=model_dir)
             model_dir = model.export(type="onnx", quantize=quantize, **kwargs)