From 88c8e08579ac621a14d3aecaeaa92ad61e0c391b Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 5 Oct 2026 23:51:56 +0000
Subject: [PATCH 1/2] [pre-commit.ci] pre-commit autoupdate
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

updates:
- [github.com/psf/black-pre-commit-mirror: 26.5.1 → 26.10.0](https://github.com/psf/black-pre-commit-mirror/compare/26.5.1...26.10.0)
- [github.com/codespell-project/codespell: v2.4.2 → v2.4.3](https://github.com/codespell-project/codespell/compare/v2.4.2...v2.4.3)
- [github.com/crate-ci/typos: v1.48.0 → typos-dict-v0.14.2](https://github.com/crate-ci/typos/compare/v1.48.0...typos-dict-v0.14.2)
- [github.com/pycqa/isort: 8.0.1 → 9.0.2](https://github.com/pycqa/isort/compare/8.0.1...9.0.2)
- [github.com/astral-sh/ruff-pre-commit: v0.15.20 → v0.16.10](https://github.com/astral-sh/ruff-pre-commit/compare/v0.15.20...v0.16.10)
- [github.com/tcort/markdown-link-check: v3.14.2 → v3.15.0](https://github.com/tcort/markdown-link-check/compare/v3.14.2...v3.15.0)
---
 .pre-commit-config.yaml | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 6b4e7d12a5..47c0291217 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]

From dff31b2d1871c8712a12f6b73bcab2eefef569ad Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 5 Oct 2026 23:53:18 +0000
Subject: [PATCH 2/2] [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci
---
 .../ark/auto_round_kernel/sparse_attention.py          |  4 +---
 test/unit/common/algorithms/test_rotation.py           | 10 ++--------
 2 files changed, 3 insertions(+), 11 deletions(-)

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 e45febf887..d3d6f7837d 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 4f8b020160..a55752831b 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,