diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 6b4e7d12a..47c029121 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -32,7 +32,7 @@ repos:
           ]
 
   - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: 26.5.1
+    rev: 26.10.0
     hooks:
       - id: black
         files: (.*\.py)$
@@ -52,7 +52,7 @@ repos:
           - black==26.5.1
 
   - repo: https://github.com/codespell-project/codespell
-    rev: v2.4.2
+    rev: v2.4.3
     hooks:
       - id: codespell
         args: [-w]
@@ -61,26 +61,26 @@ repos:
           - tomli
 
   - repo: https://github.com/crate-ci/typos
-    rev: v1.48.0
+    rev: typos-dict-v0.14.2
     hooks:
       - id: typos
         exclude: ^auto_round/export/export_to_gguf/conversion/.*\.py$
 
   - repo: https://github.com/pycqa/isort
-    rev: 8.0.1
+    rev: 9.0.2
     hooks:
       - id: isort
         exclude: ^auto_round/export/export_to_gguf/conversion/.*\.py$
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.15.20
+    rev: v0.16.10
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix, --no-cache]
         exclude: ^auto_round/export/export_to_gguf/conversion/.*\.py$
 
   - repo: https://github.com/tcort/markdown-link-check
-    rev: v3.14.2
+    rev: v3.15.0
     hooks:
       - id: markdown-link-check
         args: [-q, -c .azure-pipelines/scripts/codeScan/markdown-link-check/markdown-link-check.json]
diff --git a/auto_round_extension/ark/auto_round_kernel/sparse_attention.py b/auto_round_extension/ark/auto_round_kernel/sparse_attention.py
index e45febf88..d3d6f7837 100644
--- a/auto_round_extension/ark/auto_round_kernel/sparse_attention.py
+++ b/auto_round_extension/ark/auto_round_kernel/sparse_attention.py
@@ -22,9 +22,7 @@
 )
 from . import sagev1 as _dense_sagev1
 from . import sagev1_pvi8 as _dense_sagev1_pvi8
-from . import (
-    sdpa,
-)
+from . import sdpa
 
 
 def _get_xpu_sparse_kernel_backend() -> str:
diff --git a/test/unit/common/algorithms/test_rotation.py b/test/unit/common/algorithms/test_rotation.py
index 4f8b02016..a55752831 100644
--- a/test/unit/common/algorithms/test_rotation.py
+++ b/test/unit/common/algorithms/test_rotation.py
@@ -62,15 +62,9 @@
 from auto_round.algorithms.transforms.hadamard.inplace.hooks import (
     deterministic_hadamard_matrix as inplace_det_hadamard,
 )
-from auto_round.algorithms.transforms.hadamard.inplace.hooks import (
-    get_hadK,
-    get_or_create_random_hadamard,
-)
+from auto_round.algorithms.transforms.hadamard.inplace.hooks import get_hadK, get_or_create_random_hadamard
 from auto_round.algorithms.transforms.hadamard.inplace.hooks import is_pow2 as inplace_is_pow2
-from auto_round.algorithms.transforms.hadamard.inplace.hooks import (
-    matmul_hadU,
-    matmul_hadUt,
-)
+from auto_round.algorithms.transforms.hadamard.inplace.hooks import matmul_hadU, matmul_hadUt
 from auto_round.algorithms.transforms.hadamard.inplace.hooks import random_hadamard_matrix as inplace_rand_hadamard
 from auto_round.algorithms.transforms.hadamard.inplace.model_config import (
     MAPPING_REGISTRY,