diff --git a/poetry.lock b/poetry.lock
index 180b1e80..32ef8185 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.3.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.4.1 and should not be changed by hand.
 
 [[package]]
 name = "annotated-doc"
@@ -1690,7 +1690,6 @@ description = "Python logging made (stupidly) simple"
 optional = false
 python-versions = ">=3.5"
 groups = ["main"]
-markers = "python_version >= \"3.14\""
 files = [
     {file = "loguru-0.7.2-py3-none-any.whl", hash = "sha256:003d71e3d3ed35f0f8984898359d65b79e5b21943f78af86aa5491210429b8eb"},
     {file = "loguru-0.7.2.tar.gz", hash = "sha256:e671a53522515f34fd406340ee968cb9ecafbc4b36c679da03c18fd8d0bd51ac"},
@@ -1703,26 +1702,6 @@ win32-setctime = {version = ">=1.0.0", markers = "sys_platform == \"win32\""}
 [package.extras]
 dev = ["Sphinx (==7.2.5) ; python_version >= \"3.9\"", "colorama (==0.4.5) ; python_version < \"3.8\"", "colorama (==0.4.6) ; python_version >= \"3.8\"", "exceptiongroup (==1.1.3) ; python_version >= \"3.7\" and python_version < \"3.11\"", "freezegun (==1.1.0) ; python_version < \"3.8\"", "freezegun (==1.2.2) ; python_version >= \"3.8\"", "mypy (==0.910) ; python_version < \"3.6\"", "mypy (==0.971) ; python_version == \"3.6\"", "mypy (==1.4.1) ; python_version == \"3.7\"", "mypy (==1.5.1) ; python_version >= \"3.8\"", "pre-commit (==3.4.0) ; python_version >= \"3.8\"", "pytest (==6.1.2) ; python_version < \"3.8\"", "pytest (==7.4.0) ; python_version >= \"3.8\"", "pytest-cov (==2.12.1) ; python_version < \"3.8\"", "pytest-cov (==4.1.0) ; python_version >= \"3.8\"", "pytest-mypy-plugins (==1.9.3) ; python_version >= \"3.6\" and python_version < \"3.8\"", "pytest-mypy-plugins (==3.0.0) ; python_version >= \"3.8\"", "sphinx-autobuild (==2021.3.14) ; python_version >= \"3.9\"", "sphinx-rtd-theme (==1.3.0) ; python_version >= \"3.9\"", "tox (==3.27.1) ; python_version < \"3.8\"", "tox (==4.11.0) ; python_version >= \"3.8\""]
 
-[[package]]
-name = "loguru"
-version = "0.7.3"
-description = "Python logging made (stupidly) simple"
-optional = false
-python-versions = "<4.0,>=3.5"
-groups = ["main"]
-markers = "python_version < \"3.14\""
-files = [
-    {file = "loguru-0.7.3-py3-none-any.whl", hash = "sha256:31a33c10c8e1e10422bfd431aeb5d351c7cf7fa671e3c4df004162264b28220c"},
-    {file = "loguru-0.7.3.tar.gz", hash = "sha256:19480589e77d47b8d85b2c827ad95d49bf31b0dcde16593892eb51dd18706eb6"},
-]
-
-[package.dependencies]
-colorama = {version = ">=0.3.4", markers = "sys_platform == \"win32\""}
-win32-setctime = {version = ">=1.0.0", markers = "sys_platform == \"win32\""}
-
-[package.extras]
-dev = ["Sphinx (==8.1.3) ; python_version >= \"3.11\"", "build (==1.2.2) ; python_version >= \"3.11\"", "colorama (==0.4.5) ; python_version < \"3.8\"", "colorama (==0.4.6) ; python_version >= \"3.8\"", "exceptiongroup (==1.1.3) ; python_version >= \"3.7\" and python_version < \"3.11\"", "freezegun (==1.1.0) ; python_version < \"3.8\"", "freezegun (==1.5.0) ; python_version >= \"3.8\"", "mypy (==0.910) ; python_version < \"3.6\"", "mypy (==0.971) ; python_version == \"3.6\"", "mypy (==1.13.0) ; python_version >= \"3.8\"", "mypy (==1.4.1) ; python_version == \"3.7\"", "myst-parser (==4.0.0) ; python_version >= \"3.11\"", "pre-commit (==4.0.1) ; python_version >= \"3.9\"", "pytest (==6.1.2) ; python_version < \"3.8\"", "pytest (==8.3.2) ; python_version >= \"3.8\"", "pytest-cov (==2.12.1) ; python_version < \"3.8\"", "pytest-cov (==5.0.0) ; python_version == \"3.8\"", "pytest-cov (==6.0.0) ; python_version >= \"3.9\"", "pytest-mypy-plugins (==1.9.3) ; python_version >= \"3.6\" and python_version < \"3.8\"", "pytest-mypy-plugins (==3.1.0) ; python_version >= \"3.8\"", "sphinx-rtd-theme (==3.0.2) ; python_version >= \"3.11\"", "tox (==3.27.1) ; python_version < \"3.8\"", "tox (==4.23.2) ; python_version >= \"3.8\"", "twine (==6.0.1) ; python_version >= \"3.11\""]
-
 [[package]]
 name = "markdown"
 version = "3.10.2"
@@ -3026,14 +3005,14 @@ testing = ["coverage", "pytest", "pytest-benchmark"]
 
 [[package]]
 name = "pre-commit"
-version = "3.8.0"
+version = "4.6.1"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["dev"]
 files = [
-    {file = "pre_commit-3.8.0-py2.py3-none-any.whl", hash = "sha256:9a90a53bf82fdd8778d58085faf8d83df56e40dfe18f45b19446e26bf1b3a63f"},
-    {file = "pre_commit-3.8.0.tar.gz", hash = "sha256:8bb6494d4a20423842e198980c9ecf9f96607a07ea29549e180eef9ae80fe7af"},
+    {file = "pre_commit-4.6.1-py2.py3-none-any.whl", hash = "sha256:0e3b2942510d1fb34eec167a3ec57331bf8442122f1153a9fb8b58f5c49b2717"},
+    {file = "pre_commit-4.6.1.tar.gz", hash = "sha256:03e809865c7d178b9979d06c761fcbfe6808fdaded8581a745bb110e52050421"},
 ]
 
 [package.dependencies]
@@ -4408,4 +4387,4 @@ dev = ["black (>=19.3b0) ; python_version >= \"3.6\"", "pytest (>=4.6.2)"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.10.0"
-content-hash = "2ae22272a5450ebd0a4cc22fecae44fdf5812b754d11597d7716fe946a2fa3e0"
+content-hash = "26d5b10f38d4643772f18d055b2f48819caf6d02fb8ca9dcc63a6e48ced84b5e"
diff --git a/pyproject.toml b/pyproject.toml
index 0391ecdf..27d87324 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -44,7 +44,7 @@ ruff = ">=0.3.1,<1.0"
 
 [tool.poetry.group.dev.dependencies]
 notebook = ">=7.0.2"
-pre-commit = "^3.6.2"
+pre-commit = ">=3.6.2,<5.0.0"
 onnx = [
     { version = ">=1.15.0", python = ">=3.10,<3.13" },
     { version = ">=1.18.0", python = "3.13" },