diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 79decaf95022..b197897d4c07 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -8,21 +8,21 @@ repos:
         args: ['--in-place', '--remove-unused-variables', '--remove-all-unused-imports', '--ignore-init-module-imports']
 
   - repo: https://github.com/pycqa/isort
-    rev: 5.13.2
+    rev: 6.0.1
     hooks:
       - id: isort
         name: sort all imports (python)
         args: ["--profile", "black"] # avoid conflict with black
 
   - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: 24.10.0
+    rev: 25.1.0
     hooks:
     - id: black
       name: black formatter
       args: ['--line-length=120', '--target-version=py37', '--target-version=py38', '--target-version=py39','--target-version=py310']
 
   - repo: https://github.com/pre-commit/mirrors-clang-format
-    rev: v19.1.5
+    rev: v20.1.0
     hooks:
     - id: clang-format
       name: clang formatter
diff --git a/applications/ColossalQA/examples/webui_demo/webui.py b/applications/ColossalQA/examples/webui_demo/webui.py
index 1e34330615b5..5ab5df99fab6 100644
--- a/applications/ColossalQA/examples/webui_demo/webui.py
+++ b/applications/ColossalQA/examples/webui_demo/webui.py
@@ -81,11 +81,11 @@ def restart(chatbot, txt):
     )
     with gr.Row():
         btn = gr.UploadButton("📁", file_types=["file"], file_count="multiple", size="sm")
-        restart_btn = gr.Button(str("\u21BB"), elem_id="restart-btn", scale=1)
+        restart_btn = gr.Button(str("\u21bb"), elem_id="restart-btn", scale=1)
         txt = gr.Textbox(
             scale=8,
             show_label=False,
-            placeholder="Enter text and press enter, or use 📁 to upload files, click \u21BB to clear loaded files and restart chat",
+            placeholder="Enter text and press enter, or use 📁 to upload files, click \u21bb to clear loaded files and restart chat",
             container=True,
             autofocus=True,
         )
diff --git a/colossalai/auto_parallel/tensor_shard/solver/solver.py b/colossalai/auto_parallel/tensor_shard/solver/solver.py
index 088d1acb5177..447a4028e368 100644
--- a/colossalai/auto_parallel/tensor_shard/solver/solver.py
+++ b/colossalai/auto_parallel/tensor_shard/solver/solver.py
@@ -1,6 +1,6 @@
 """This code is adapted from Alpa
-    https://github.com/alpa-projects/alpa/
-   with some changes. """
+ https://github.com/alpa-projects/alpa/
+with some changes."""
 
 import multiprocessing
 import time
diff --git a/colossalai/device/device_mesh.py b/colossalai/device/device_mesh.py
index 171d8876201f..a88093182c49 100644
--- a/colossalai/device/device_mesh.py
+++ b/colossalai/device/device_mesh.py
@@ -1,6 +1,6 @@
 """This code is adapted from Alpa
-    https://github.com/alpa-projects/alpa/
-   with some changes. """
+ https://github.com/alpa-projects/alpa/
+with some changes."""
 
 import operator
 from dataclasses import dataclass
diff --git a/colossalai/legacy/moe/openmoe/model/modeling_openmoe.py b/colossalai/legacy/moe/openmoe/model/modeling_openmoe.py
index 5d6e91765883..c61b6848d50d 100644
--- a/colossalai/legacy/moe/openmoe/model/modeling_openmoe.py
+++ b/colossalai/legacy/moe/openmoe/model/modeling_openmoe.py
@@ -17,7 +17,7 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-""" PyTorch OpenMoE model."""
+"""PyTorch OpenMoE model."""
 import math
 from typing import List, Optional, Tuple, Union
 
diff --git a/colossalai/nn/layer/layernorm.py b/colossalai/nn/layer/layernorm.py
index 1db48faee213..5b258ca3e71d 100644
--- a/colossalai/nn/layer/layernorm.py
+++ b/colossalai/nn/layer/layernorm.py
@@ -1,6 +1,6 @@
 """This code is from NVIDIA apex:
-      https://github.com/NVIDIA/apex
-   with some changes. """
+   https://github.com/NVIDIA/apex
+with some changes."""
 
 import numbers
 
diff --git a/colossalai/nn/optimizer/distributed_galore.py b/colossalai/nn/optimizer/distributed_galore.py
index edd119c7f3a9..8c9745255e86 100644
--- a/colossalai/nn/optimizer/distributed_galore.py
+++ b/colossalai/nn/optimizer/distributed_galore.py
@@ -1,4 +1,4 @@
-""" adapted from https://github.com/jiaweizzhao/GaLore/blob/master/galore_torch/adamw8bit.py"""
+"""adapted from https://github.com/jiaweizzhao/GaLore/blob/master/galore_torch/adamw8bit.py"""
 
 import warnings
 from collections import defaultdict
diff --git a/colossalai/nn/optimizer/galore.py b/colossalai/nn/optimizer/galore.py
index 7db97605d47e..c5e191e6a227 100644
--- a/colossalai/nn/optimizer/galore.py
+++ b/colossalai/nn/optimizer/galore.py
@@ -1,4 +1,4 @@
-""" adapted from https://github.com/jiaweizzhao/GaLore/blob/master/galore_torch/adamw8bit.py"""
+"""adapted from https://github.com/jiaweizzhao/GaLore/blob/master/galore_torch/adamw8bit.py"""
 
 import warnings
 from typing import List
diff --git a/colossalai/shardformer/modeling/chatglm2.py b/colossalai/shardformer/modeling/chatglm2.py
index be13200b5c4f..50dc318bd2b7 100644
--- a/colossalai/shardformer/modeling/chatglm2.py
+++ b/colossalai/shardformer/modeling/chatglm2.py
@@ -1,4 +1,4 @@
-""" PyTorch ChatGLM model. """
+"""PyTorch ChatGLM model."""
 
 from typing import List, Optional, Tuple
 
diff --git a/examples/community/roberta/preprocessing/get_mask.py b/examples/community/roberta/preprocessing/get_mask.py
index f0ba8fe38501..0a8991dd85cf 100644
--- a/examples/community/roberta/preprocessing/get_mask.py
+++ b/examples/community/roberta/preprocessing/get_mask.py
@@ -34,8 +34,8 @@ def __init__(
         self.do_whole_word_mask = do_whole_word_mask
         self.max_predictions_per_seq = max_predictions_per_seq
         self.vocab_words = list(tokenizer.vocab.keys())
-        self.rec = re.compile("[\u4E00-\u9FA5]")
-        self.whole_rec = re.compile("##[\u4E00-\u9FA5]")
+        self.rec = re.compile("[\u4e00-\u9fa5]")
+        self.whole_rec = re.compile("##[\u4e00-\u9fa5]")
 
         self.mlm_p = 0.15
         self.mlm_mask_p = 0.8
diff --git a/examples/community/roberta/pretraining/model/deberta_v2.py b/examples/community/roberta/pretraining/model/deberta_v2.py
index c7457942e164..e3871964c503 100644
--- a/examples/community/roberta/pretraining/model/deberta_v2.py
+++ b/examples/community/roberta/pretraining/model/deberta_v2.py
@@ -12,7 +12,7 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-""" PyTorch DeBERTa-v2 model."""
+"""PyTorch DeBERTa-v2 model."""
 
 import math
 from collections.abc import Sequence