From aaedf051813ff3428aae96c443905727e6b69024 Mon Sep 17 00:00:00 2001
From: co63oc <co63oc@users.noreply.github.com>
Date: Wed, 21 Feb 2024 14:24:24 +0800
Subject: [PATCH] Fix word pubicly -> publicly (#748)

---
 modelscope/models/cv/action_recognition/s3dg.py                 | 2 +-
 modelscope/models/cv/action_recognition/tada_convnext.py        | 2 +-
 modelscope/models/cv/animal_recognition/resnet.py               | 2 +-
 modelscope/models/cv/animal_recognition/splat.py                | 2 +-
 .../models/cv/face_recognition/torchkit/backbone/__init__.py    | 2 +-
 .../cv/face_recognition/torchkit/backbone/arcface_backbone.py   | 2 +-
 .../models/cv/face_recognition/torchkit/backbone/common.py      | 2 +-
 .../cv/face_recognition/torchkit/backbone/facemask_backbone.py  | 2 +-
 .../models/cv/face_recognition/torchkit/backbone/model_irse.py  | 2 +-
 .../cv/face_recognition/torchkit/backbone/model_resnet.py       | 2 +-
 .../cv/image_portrait_enhancement/retinaface/models/net.py      | 2 +-
 .../image_portrait_enhancement/retinaface/models/retinaface.py  | 2 +-
 modelscope/models/cv/image_probing_model/backbone.py            | 2 +-
 modelscope/models/cv/image_quality_assessment_man/maniqa.py     | 2 +-
 modelscope/models/cv/image_quality_assessment_man/swin.py       | 2 +-
 .../models/cv/image_quality_assessment_mos/backbones/resnet.py  | 2 +-
 .../models/cv/image_quality_assessment_mos/censeo_ivqa_model.py | 2 +-
 modelscope/models/cv/image_reid_person/pass_model.py            | 2 +-
 modelscope/models/cv/image_reid_person/transreid_model.py       | 2 +-
 modelscope/models/multi_modal/clip_interrogator/model.py        | 2 +-
 .../multi_modal/efficient_diffusion_tuning/control_sd_lora.py   | 2 +-
 .../efficient_diffusion_tuning/efficient_stable_diffusion.py    | 2 +-
 .../models/multi_modal/efficient_diffusion_tuning/sd_lora.py    | 2 +-
 modelscope/models/multi_modal/mmr/dataloaders/rawvideo_util.py  | 2 +-
 .../multi_modal/mmr/models/clip_for_mm_video_embedding.py       | 2 +-
 .../models/multi_modal/mmr/models/dynamic_inverted_softmax.py   | 2 +-
 modelscope/models/multi_modal/mmr/models/module_clip.py         | 2 +-
 modelscope/models/multi_modal/mmr/models/module_cross.py        | 2 +-
 modelscope/models/multi_modal/mmr/models/tokenization_clip.py   | 2 +-
 .../models/multi_modal/prost/dataloaders/rawvideo_util.py       | 2 +-
 modelscope/models/multi_modal/prost/models/module_clip.py       | 2 +-
 modelscope/models/multi_modal/prost/models/prost_model.py       | 2 +-
 modelscope/models/multi_modal/prost/models/tokenization_clip.py | 2 +-
 33 files changed, 33 insertions(+), 33 deletions(-)

diff --git a/modelscope/models/cv/action_recognition/s3dg.py b/modelscope/models/cv/action_recognition/s3dg.py
index 46e76892..3246af77 100644
--- a/modelscope/models/cv/action_recognition/s3dg.py
+++ b/modelscope/models/cv/action_recognition/s3dg.py
@@ -1,5 +1,5 @@
 # The implementation is adopted from https://github.com/TengdaHan/CoCLR,
-# made pubicly available under the Apache License, Version 2.0 at https://github.com/TengdaHan/CoCLR
+# made publicly available under the Apache License, Version 2.0 at https://github.com/TengdaHan/CoCLR
 # Copyright 2021-2022 The Alibaba FVI Team Authors. All rights reserved.
 import torch
 import torch.nn as nn
diff --git a/modelscope/models/cv/action_recognition/tada_convnext.py b/modelscope/models/cv/action_recognition/tada_convnext.py
index b1de7af8..cf973825 100644
--- a/modelscope/models/cv/action_recognition/tada_convnext.py
+++ b/modelscope/models/cv/action_recognition/tada_convnext.py
@@ -1,5 +1,5 @@
 # The implementation is adopted from https://github.com/facebookresearch/ConvNeXt,
-# made pubicly available under the MIT License at https://github.com/facebookresearch/ConvNeXt
+# made publicly available under the MIT License at https://github.com/facebookresearch/ConvNeXt
 # Copyright 2021-2022 The Alibaba FVI Team Authors. All rights reserved.
 
 import math
diff --git a/modelscope/models/cv/animal_recognition/resnet.py b/modelscope/models/cv/animal_recognition/resnet.py
index d7c03c29..44e44722 100644
--- a/modelscope/models/cv/animal_recognition/resnet.py
+++ b/modelscope/models/cv/animal_recognition/resnet.py
@@ -1,5 +1,5 @@
 # The implementation is adopted from Split-Attention Network, A New ResNet Variant,
-# made pubicly available under the Apache License 2.0 License
+# made publicly available under the Apache License 2.0 License
 # at https://github.com/zhanghang1989/ResNeSt/blob/master/resnest/torch/models/resnet.py
 import math
 
diff --git a/modelscope/models/cv/animal_recognition/splat.py b/modelscope/models/cv/animal_recognition/splat.py
index a10d0abe..09d65b6d 100644
--- a/modelscope/models/cv/animal_recognition/splat.py
+++ b/modelscope/models/cv/animal_recognition/splat.py
@@ -1,5 +1,5 @@
 # The implementation is adopted from Split-Attention Network, A New ResNet Variant,
-# made pubicly available under the Apache License 2.0 License
+# made publicly available under the Apache License 2.0 License
 # at https://github.com/zhanghang1989/ResNeSt/blob/master/resnest/torch/models/splat.py
 """Split-Attention"""
 
diff --git a/modelscope/models/cv/face_recognition/torchkit/backbone/__init__.py b/modelscope/models/cv/face_recognition/torchkit/backbone/__init__.py
index afe89963..b8c0eeb5 100755
--- a/modelscope/models/cv/face_recognition/torchkit/backbone/__init__.py
+++ b/modelscope/models/cv/face_recognition/torchkit/backbone/__init__.py
@@ -1,4 +1,4 @@
-# The implementation is adopted from TFace,made pubicly available under the Apache-2.0 license at
+# The implementation is adopted from TFace,made publicly available under the Apache-2.0 license at
 # https://github.com/Tencent/TFace/blob/master/recognition/torchkit/backbone
 from .model_irse import (IR_18, IR_34, IR_50, IR_101, IR_152, IR_200, IR_SE_50,
                          IR_SE_101, IR_SE_152, IR_SE_200)
diff --git a/modelscope/models/cv/face_recognition/torchkit/backbone/arcface_backbone.py b/modelscope/models/cv/face_recognition/torchkit/backbone/arcface_backbone.py
index 25b9fe33..ed0f41f8 100644
--- a/modelscope/models/cv/face_recognition/torchkit/backbone/arcface_backbone.py
+++ b/modelscope/models/cv/face_recognition/torchkit/backbone/arcface_backbone.py
@@ -1,4 +1,4 @@
-# The implementation is adopted from TFace,made pubicly available under the Apache-2.0 license at
+# The implementation is adopted from TFace,made publicly available under the Apache-2.0 license at
 # https://github.com/deepinsight/insightface/blob/master/recognition/arcface_torch/backbones/iresnet.py
 import torch
 from torch import nn
diff --git a/modelscope/models/cv/face_recognition/torchkit/backbone/common.py b/modelscope/models/cv/face_recognition/torchkit/backbone/common.py
index a1683225..bdbf2588 100755
--- a/modelscope/models/cv/face_recognition/torchkit/backbone/common.py
+++ b/modelscope/models/cv/face_recognition/torchkit/backbone/common.py
@@ -1,4 +1,4 @@
-# The implementation is adopted from TFace,made pubicly available under the Apache-2.0 license at
+# The implementation is adopted from TFace,made publicly available under the Apache-2.0 license at
 # https://github.com/Tencent/TFace/blob/master/recognition/torchkit/backbone/common.py
 import torch
 import torch.nn as nn
diff --git a/modelscope/models/cv/face_recognition/torchkit/backbone/facemask_backbone.py b/modelscope/models/cv/face_recognition/torchkit/backbone/facemask_backbone.py
index c9e01367..d049ea42 100644
--- a/modelscope/models/cv/face_recognition/torchkit/backbone/facemask_backbone.py
+++ b/modelscope/models/cv/face_recognition/torchkit/backbone/facemask_backbone.py
@@ -1,4 +1,4 @@
-# The implementation is adopted from InsightFace, made pubicly available under the Apache-2.0 license at
+# The implementation is adopted from InsightFace, made publicly available under the Apache-2.0 license at
 # https://github.com/TreB1eN/InsightFace_Pytorch/blob/master/model.py
 
 from collections import namedtuple
diff --git a/modelscope/models/cv/face_recognition/torchkit/backbone/model_irse.py b/modelscope/models/cv/face_recognition/torchkit/backbone/model_irse.py
index 1982ca05..8e9f5f53 100755
--- a/modelscope/models/cv/face_recognition/torchkit/backbone/model_irse.py
+++ b/modelscope/models/cv/face_recognition/torchkit/backbone/model_irse.py
@@ -1,4 +1,4 @@
-# The implementation is adopted from TFace,made pubicly available under the Apache-2.0 license at
+# The implementation is adopted from TFace,made publicly available under the Apache-2.0 license at
 # https://github.com/Tencent/TFace/blob/master/recognition/torchkit/backbone/model_irse.py
 from collections import namedtuple
 
diff --git a/modelscope/models/cv/face_recognition/torchkit/backbone/model_resnet.py b/modelscope/models/cv/face_recognition/torchkit/backbone/model_resnet.py
index 568e24ff..479e7dd4 100755
--- a/modelscope/models/cv/face_recognition/torchkit/backbone/model_resnet.py
+++ b/modelscope/models/cv/face_recognition/torchkit/backbone/model_resnet.py
@@ -1,4 +1,4 @@
-# The implementation is adopted from TFace,made pubicly available under the Apache-2.0 license at
+# The implementation is adopted from TFace,made publicly available under the Apache-2.0 license at
 # https://github.com/Tencent/TFace/blob/master/recognition/torchkit/backbone/model_resnet.py
 import torch.nn as nn
 from torch.nn import (BatchNorm1d, BatchNorm2d, Conv2d, Dropout, Linear,
diff --git a/modelscope/models/cv/image_portrait_enhancement/retinaface/models/net.py b/modelscope/models/cv/image_portrait_enhancement/retinaface/models/net.py
index 24451e96..8bbc8058 100755
--- a/modelscope/models/cv/image_portrait_enhancement/retinaface/models/net.py
+++ b/modelscope/models/cv/image_portrait_enhancement/retinaface/models/net.py
@@ -1,4 +1,4 @@
-# The implementation is adopted from Pytorch_Retinaface, made pubicly available under the MIT License
+# The implementation is adopted from Pytorch_Retinaface, made publicly available under the MIT License
 # at https://github.com/biubug6/Pytorch_Retinaface/tree/master/models/net.py
 import time
 
diff --git a/modelscope/models/cv/image_portrait_enhancement/retinaface/models/retinaface.py b/modelscope/models/cv/image_portrait_enhancement/retinaface/models/retinaface.py
index 64d95971..8f39db78 100755
--- a/modelscope/models/cv/image_portrait_enhancement/retinaface/models/retinaface.py
+++ b/modelscope/models/cv/image_portrait_enhancement/retinaface/models/retinaface.py
@@ -1,4 +1,4 @@
-# The implementation is adopted from Pytorch_Retinaface, made pubicly available under the MIT License
+# The implementation is adopted from Pytorch_Retinaface, made publicly available under the MIT License
 # at https://github.com/biubug6/Pytorch_Retinaface/tree/master/models/retinaface.py
 from collections import OrderedDict
 
diff --git a/modelscope/models/cv/image_probing_model/backbone.py b/modelscope/models/cv/image_probing_model/backbone.py
index 8f3ed5b6..64fb37b3 100644
--- a/modelscope/models/cv/image_probing_model/backbone.py
+++ b/modelscope/models/cv/image_probing_model/backbone.py
@@ -1,5 +1,5 @@
 # The implementation is adopted from OpenAI-CLIP,
-# made pubicly available under the MIT License at https://github.com/openai/CLIP
+# made publicly available under the MIT License at https://github.com/openai/CLIP
 
 import math
 import sys
diff --git a/modelscope/models/cv/image_quality_assessment_man/maniqa.py b/modelscope/models/cv/image_quality_assessment_man/maniqa.py
index 8c924309..eb037941 100644
--- a/modelscope/models/cv/image_quality_assessment_man/maniqa.py
+++ b/modelscope/models/cv/image_quality_assessment_man/maniqa.py
@@ -1,4 +1,4 @@
-# This implementation is adopted from MANIQA, made pubicly available under the Apache License 2.0 at
+# This implementation is adopted from MANIQA, made publicly available under the Apache License 2.0 at
 # https://github.com/IIGROUP/MANIQA/blob/master/models/maniqa.py
 
 import timm
diff --git a/modelscope/models/cv/image_quality_assessment_man/swin.py b/modelscope/models/cv/image_quality_assessment_man/swin.py
index df58277f..e77488c0 100644
--- a/modelscope/models/cv/image_quality_assessment_man/swin.py
+++ b/modelscope/models/cv/image_quality_assessment_man/swin.py
@@ -1,4 +1,4 @@
-# This implementation is adopted form SwinTransformer, made pubicly available under the MIT License at
+# This implementation is adopted form SwinTransformer, made publicly available under the MIT License at
 # https://github.com/microsoft/Swin-Transformer/blob/main/models/swin_transformer.py
 
 import collections.abc
diff --git a/modelscope/models/cv/image_quality_assessment_mos/backbones/resnet.py b/modelscope/models/cv/image_quality_assessment_mos/backbones/resnet.py
index e153e5f9..9282005e 100644
--- a/modelscope/models/cv/image_quality_assessment_mos/backbones/resnet.py
+++ b/modelscope/models/cv/image_quality_assessment_mos/backbones/resnet.py
@@ -1,4 +1,4 @@
-# The implementation is adopted from CenseoQoE, made pubicly available under the MIT License at
+# The implementation is adopted from CenseoQoE, made publicly available under the MIT License at
 # https://github.com/Tencent/CenseoQoE
 import os
 
diff --git a/modelscope/models/cv/image_quality_assessment_mos/censeo_ivqa_model.py b/modelscope/models/cv/image_quality_assessment_mos/censeo_ivqa_model.py
index fbe40e6a..f5710bc5 100644
--- a/modelscope/models/cv/image_quality_assessment_mos/censeo_ivqa_model.py
+++ b/modelscope/models/cv/image_quality_assessment_mos/censeo_ivqa_model.py
@@ -1,4 +1,4 @@
-# The implementation is adopted from CenseoQoE, made pubicly available under the MIT License at
+# The implementation is adopted from CenseoQoE, made publicly available under the MIT License at
 # https://github.com/Tencent/CenseoQoE
 
 import torch
diff --git a/modelscope/models/cv/image_reid_person/pass_model.py b/modelscope/models/cv/image_reid_person/pass_model.py
index 3b032949..87c43340 100644
--- a/modelscope/models/cv/image_reid_person/pass_model.py
+++ b/modelscope/models/cv/image_reid_person/pass_model.py
@@ -1,4 +1,4 @@
-# The implementation is adopted from PASS-reID, made pubicly available under the Apache-2.0 License at
+# The implementation is adopted from PASS-reID, made publicly available under the Apache-2.0 License at
 # https://github.com/CASIA-IVA-Lab/PASS-reID
 
 import os
diff --git a/modelscope/models/cv/image_reid_person/transreid_model.py b/modelscope/models/cv/image_reid_person/transreid_model.py
index 5bceb468..924c5897 100644
--- a/modelscope/models/cv/image_reid_person/transreid_model.py
+++ b/modelscope/models/cv/image_reid_person/transreid_model.py
@@ -1,4 +1,4 @@
-# The implementation is adopted from PASS-reID, made pubicly available under the Apache-2.0 License at
+# The implementation is adopted from PASS-reID, made publicly available under the Apache-2.0 License at
 # https://github.com/CASIA-IVA-Lab/PASS-reID
 
 import collections.abc as container_abcs
diff --git a/modelscope/models/multi_modal/clip_interrogator/model.py b/modelscope/models/multi_modal/clip_interrogator/model.py
index a7e27cbd..c04d7a9b 100644
--- a/modelscope/models/multi_modal/clip_interrogator/model.py
+++ b/modelscope/models/multi_modal/clip_interrogator/model.py
@@ -1,4 +1,4 @@
-# This implementation is adopted from CLIP-Interrogator, made pubicly available under the MIT License at
+# This implementation is adopted from CLIP-Interrogator, made publicly available under the MIT License at
 # https://github.com/pharmapsychotic/clip-interrogator/blob/main/clip_interrogator/clip_interrogator.py
 
 import hashlib
diff --git a/modelscope/models/multi_modal/efficient_diffusion_tuning/control_sd_lora.py b/modelscope/models/multi_modal/efficient_diffusion_tuning/control_sd_lora.py
index aaa588d3..091aeca5 100644
--- a/modelscope/models/multi_modal/efficient_diffusion_tuning/control_sd_lora.py
+++ b/modelscope/models/multi_modal/efficient_diffusion_tuning/control_sd_lora.py
@@ -1,6 +1,6 @@
 # Copyright 2023-2024 The Alibaba Fundamental Vision Team Authors. All rights reserved.
 # The implementation is adopted from HighCWu,
-# made pubicly available under the Apache License 2.0 License at https://github.com/HighCWu/ControlLoRA
+# made publicly available under the Apache License 2.0 License at https://github.com/HighCWu/ControlLoRA
 
 import os
 from dataclasses import dataclass
diff --git a/modelscope/models/multi_modal/efficient_diffusion_tuning/efficient_stable_diffusion.py b/modelscope/models/multi_modal/efficient_diffusion_tuning/efficient_stable_diffusion.py
index 79ac2c33..688378fc 100644
--- a/modelscope/models/multi_modal/efficient_diffusion_tuning/efficient_stable_diffusion.py
+++ b/modelscope/models/multi_modal/efficient_diffusion_tuning/efficient_stable_diffusion.py
@@ -1,6 +1,6 @@
 # Copyright 2023-2024 The Alibaba Fundamental Vision Team Authors. All rights reserved.
 # The implementation is adopted from HighCWu,
-# made pubicly available under the Apache License 2.0 License at https://github.com/HighCWu/ControlLoRA
+# made publicly available under the Apache License 2.0 License at https://github.com/HighCWu/ControlLoRA
 import os
 import os.path as osp
 from functools import partial
diff --git a/modelscope/models/multi_modal/efficient_diffusion_tuning/sd_lora.py b/modelscope/models/multi_modal/efficient_diffusion_tuning/sd_lora.py
index 306ca2b0..8abd9735 100644
--- a/modelscope/models/multi_modal/efficient_diffusion_tuning/sd_lora.py
+++ b/modelscope/models/multi_modal/efficient_diffusion_tuning/sd_lora.py
@@ -1,6 +1,6 @@
 # Copyright 2023-2024 The Alibaba Fundamental Vision Team Authors. All rights reserved.
 # The implementation is adopted from HighCWu,
-# made pubicly available under the Apache License 2.0 License at https://github.com/HighCWu/ControlLoRA
+# made publicly available under the Apache License 2.0 License at https://github.com/HighCWu/ControlLoRA
 import os
 from dataclasses import dataclass
 from typing import List, Tuple, Union
diff --git a/modelscope/models/multi_modal/mmr/dataloaders/rawvideo_util.py b/modelscope/models/multi_modal/mmr/dataloaders/rawvideo_util.py
index c7ac3f94..d80c6f80 100644
--- a/modelscope/models/multi_modal/mmr/dataloaders/rawvideo_util.py
+++ b/modelscope/models/multi_modal/mmr/dataloaders/rawvideo_util.py
@@ -1,5 +1,5 @@
 # The implementation is adopted from Huaishao Luo,
-# made pubicly available under the MIT License at https://github.com/ArrowLuo/CLIP4Clip
+# made publicly available under the MIT License at https://github.com/ArrowLuo/CLIP4Clip
 
 import cv2
 import numpy as np
diff --git a/modelscope/models/multi_modal/mmr/models/clip_for_mm_video_embedding.py b/modelscope/models/multi_modal/mmr/models/clip_for_mm_video_embedding.py
index 743c049a..6a54f0a5 100644
--- a/modelscope/models/multi_modal/mmr/models/clip_for_mm_video_embedding.py
+++ b/modelscope/models/multi_modal/mmr/models/clip_for_mm_video_embedding.py
@@ -1,5 +1,5 @@
 # The implementation is adopted from the CLIP4Clip implementation,
-# made pubicly available under Apache License, Version 2.0 at https://github.com/ArrowLuo/CLIP4Clip
+# made publicly available under Apache License, Version 2.0 at https://github.com/ArrowLuo/CLIP4Clip
 
 import os
 import random
diff --git a/modelscope/models/multi_modal/mmr/models/dynamic_inverted_softmax.py b/modelscope/models/multi_modal/mmr/models/dynamic_inverted_softmax.py
index c2d96275..48733de4 100644
--- a/modelscope/models/multi_modal/mmr/models/dynamic_inverted_softmax.py
+++ b/modelscope/models/multi_modal/mmr/models/dynamic_inverted_softmax.py
@@ -1,5 +1,5 @@
 # The implementation is adopted from the CLIP4Clip implementation,
-# made pubicly available under Apache License, Version 2.0 at https://github.com/ArrowLuo/CLIP4Clip
+# made publicly available under Apache License, Version 2.0 at https://github.com/ArrowLuo/CLIP4Clip
 
 import numpy as np
 
diff --git a/modelscope/models/multi_modal/mmr/models/module_clip.py b/modelscope/models/multi_modal/mmr/models/module_clip.py
index 53501720..479ebfb3 100644
--- a/modelscope/models/multi_modal/mmr/models/module_clip.py
+++ b/modelscope/models/multi_modal/mmr/models/module_clip.py
@@ -1,5 +1,5 @@
 # The implementation is  adopated from the CLIP4Clip implementation,
-# made pubicly available under Apache License, Version 2.0 at https://github.com/ArrowLuo/CLIP4Clip
+# made publicly available under Apache License, Version 2.0 at https://github.com/ArrowLuo/CLIP4Clip
 
 import hashlib
 import os
diff --git a/modelscope/models/multi_modal/mmr/models/module_cross.py b/modelscope/models/multi_modal/mmr/models/module_cross.py
index b958d5bc..f4327f8c 100644
--- a/modelscope/models/multi_modal/mmr/models/module_cross.py
+++ b/modelscope/models/multi_modal/mmr/models/module_cross.py
@@ -1,5 +1,5 @@
 # The implementation is  adopated from the CLIP4Clip implementation,
-# made pubicly available under Apache License, Version 2.0 at https://github.com/ArrowLuo/CLIP4Clip
+# made publicly available under Apache License, Version 2.0 at https://github.com/ArrowLuo/CLIP4Clip
 
 from __future__ import absolute_import, division, print_function
 import logging
diff --git a/modelscope/models/multi_modal/mmr/models/tokenization_clip.py b/modelscope/models/multi_modal/mmr/models/tokenization_clip.py
index 97ee7156..5dc5ff6d 100644
--- a/modelscope/models/multi_modal/mmr/models/tokenization_clip.py
+++ b/modelscope/models/multi_modal/mmr/models/tokenization_clip.py
@@ -1,5 +1,5 @@
 # The implementation is adopted from the CLIP4Clip implementation,
-# made pubicly available under Apache License, Version 2.0 at https://github.com/ArrowLuo/CLIP4Clip
+# made publicly available under Apache License, Version 2.0 at https://github.com/ArrowLuo/CLIP4Clip
 
 import gzip
 import html
diff --git a/modelscope/models/multi_modal/prost/dataloaders/rawvideo_util.py b/modelscope/models/multi_modal/prost/dataloaders/rawvideo_util.py
index c7ac3f94..d80c6f80 100644
--- a/modelscope/models/multi_modal/prost/dataloaders/rawvideo_util.py
+++ b/modelscope/models/multi_modal/prost/dataloaders/rawvideo_util.py
@@ -1,5 +1,5 @@
 # The implementation is adopted from Huaishao Luo,
-# made pubicly available under the MIT License at https://github.com/ArrowLuo/CLIP4Clip
+# made publicly available under the MIT License at https://github.com/ArrowLuo/CLIP4Clip
 
 import cv2
 import numpy as np
diff --git a/modelscope/models/multi_modal/prost/models/module_clip.py b/modelscope/models/multi_modal/prost/models/module_clip.py
index c5aaa1e5..b340822c 100644
--- a/modelscope/models/multi_modal/prost/models/module_clip.py
+++ b/modelscope/models/multi_modal/prost/models/module_clip.py
@@ -1,5 +1,5 @@
 # The implementation is  adopated from the CLIP4Clip implementation,
-# made pubicly available under Apache License, Version 2.0 at https://github.com/ArrowLuo/CLIP4Clip
+# made publicly available under Apache License, Version 2.0 at https://github.com/ArrowLuo/CLIP4Clip
 
 import hashlib
 import os
diff --git a/modelscope/models/multi_modal/prost/models/prost_model.py b/modelscope/models/multi_modal/prost/models/prost_model.py
index 022903cb..f3b5947b 100644
--- a/modelscope/models/multi_modal/prost/models/prost_model.py
+++ b/modelscope/models/multi_modal/prost/models/prost_model.py
@@ -1,5 +1,5 @@
 # The implementation is adopted from the CLIP4Clip implementation,
-# made pubicly available under Apache License, Version 2.0 at https://github.com/ArrowLuo/CLIP4Clip
+# made publicly available under Apache License, Version 2.0 at https://github.com/ArrowLuo/CLIP4Clip
 
 import os
 import random
diff --git a/modelscope/models/multi_modal/prost/models/tokenization_clip.py b/modelscope/models/multi_modal/prost/models/tokenization_clip.py
index 97ee7156..5dc5ff6d 100644
--- a/modelscope/models/multi_modal/prost/models/tokenization_clip.py
+++ b/modelscope/models/multi_modal/prost/models/tokenization_clip.py
@@ -1,5 +1,5 @@
 # The implementation is adopted from the CLIP4Clip implementation,
-# made pubicly available under Apache License, Version 2.0 at https://github.com/ArrowLuo/CLIP4Clip
+# made publicly available under Apache License, Version 2.0 at https://github.com/ArrowLuo/CLIP4Clip
 
 import gzip
 import html