diff --git a/modelscope/fileio/file.py b/modelscope/fileio/file.py
index 3fff80c8..93329d2e 100644
--- a/modelscope/fileio/file.py
+++ b/modelscope/fileio/file.py
@@ -138,7 +138,7 @@ class HTTPStorage(Storage):
             self, filepath: str) -> Generator[Union[str, Path], None, None]:
         """Download a file from ``filepath``.
 
-        ``as_local_path`` is decorated by :meth:`contxtlib.contextmanager`. It
+        ``as_local_path`` is decorated by :meth:`contextlib.contextmanager`. It
         can be called with ``with`` statement, and when exists from the
         ``with`` statement, the temporary path will be released.
 
@@ -192,7 +192,7 @@ class OSSStorage(Storage):
             self, filepath: str) -> Generator[Union[str, Path], None, None]:
         """Download a file from ``filepath``.
 
-        ``as_local_path`` is decorated by :meth:`contxtlib.contextmanager`. It
+        ``as_local_path`` is decorated by :meth:`contextlib.contextmanager`. It
         can be called with ``with`` statement, and when exists from the
         ``with`` statement, the temporary path will be released.
 
diff --git a/modelscope/hub/deploy.py b/modelscope/hub/deploy.py
index 8cacde82..3b1c9cfc 100644
--- a/modelscope/hub/deploy.py
+++ b/modelscope/hub/deploy.py
@@ -36,7 +36,7 @@ class EASRegion(object):
 
 
 class EASCpuInstanceType(object):
-    """EAS Cpu Instance TYpe, ref(https://help.aliyun.com/document_detail/144261.html)
+    """EAS Cpu Instance Type, ref(https://help.aliyun.com/document_detail/144261.html)
     """
     tiny = 'ecs.c6.2xlarge'
     small = 'ecs.c6.4xlarge'
@@ -45,7 +45,7 @@ class EASCpuInstanceType(object):
 
 
 class EASGpuInstanceType(object):
-    """EAS Cpu Instance TYpe, ref(https://help.aliyun.com/document_detail/144261.html)
+    """EAS Gpu Instance Type, ref(https://help.aliyun.com/document_detail/144261.html)
     """
     tiny = 'ecs.gn5-c28g1.7xlarge'
     small = 'ecs.gn5-c8g1.4xlarge'
diff --git a/modelscope/hub/file_download.py b/modelscope/hub/file_download.py
index 042ea6a6..6c9c06b5 100644
--- a/modelscope/hub/file_download.py
+++ b/modelscope/hub/file_download.py
@@ -165,7 +165,7 @@ def get_file_download_url(model_id: str, file_path: str, revision: str):
     """
     Format file download url according to `model_id`, `revision` and `file_path`.
     e.g., Given `model_id=john/bert`, `revision=master`, `file_path=README.md`,
-    the resulted download url is: https://modelscope.co/api/v1/models/john/bert/repo?Revision=master&FilePath=README.md
+    the resulted download url is: https://modelscope.cn/api/v1/models/john/bert/repo?Revision=master&FilePath=README.md
     """
     download_url_template = '{endpoint}/api/v1/models/{model_id}/repo?Revision={revision}&FilePath={file_path}'
     return download_url_template.format(
diff --git a/modelscope/metrics/image_denoise_metric.py b/modelscope/metrics/image_denoise_metric.py
index 1692f299..cbbd1ea1 100644
--- a/modelscope/metrics/image_denoise_metric.py
+++ b/modelscope/metrics/image_denoise_metric.py
@@ -86,7 +86,7 @@ def calculate_psnr(img1, img2, crop_border, input_order='HWC'):
     """
 
     assert img1.shape == img2.shape, (
-        f'Image shapes are differnet: {img1.shape}, {img2.shape}.')
+        f'Image shapes are different: {img1.shape}, {img2.shape}.')
     if input_order not in ['HWC', 'CHW']:
         raise ValueError(
             f'Wrong input_order {input_order}. Supported input_orders are '
@@ -141,7 +141,7 @@ def calculate_ssim(img1, img2, crop_border, input_order='HWC', ssim3d=True):
     """
 
     assert img1.shape == img2.shape, (
-        f'Image shapes are differnet: {img1.shape}, {img2.shape}.')
+        f'Image shapes are different: {img1.shape}, {img2.shape}.')
     if input_order not in ['HWC', 'CHW']:
         raise ValueError(
             f'Wrong input_order {input_order}. Supported input_orders are '
diff --git a/tests/trainers/test_finetune_token_classificatin.py b/tests/trainers/test_finetune_token_classification.py
similarity index 100%
rename from tests/trainers/test_finetune_token_classificatin.py
rename to tests/trainers/test_finetune_token_classification.py