diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index ed234b8..63ddef1 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -7,20 +7,20 @@ exclude: ".*key"
 
 repos:
   - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: 25.1.0
+    rev: 25.12.0
     hooks:
       - id: black-jupyter
         language_version: python3
         args: [--line-length=100]
 
   - repo: https://github.com/adamchainz/blacken-docs
-    rev: "1.19.1"
+    rev: "1.20.0"
     hooks:
       - id: blacken-docs
         additional_dependencies: [black==23.*]
 
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: "v5.0.0"
+    rev: "v6.0.0"
     hooks:
       - id: check-added-large-files
       - id: check-case-conflict
@@ -50,7 +50,7 @@ repos:
         args: [--prose-wrap=preserve]
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: "v0.11.12"
+    rev: "v0.14.10"
     hooks:
       - id: ruff
         args: ["--fix", "--show-fixes"]
@@ -71,7 +71,7 @@ repos:
         types_or: [python, rst, markdown]
 
   - repo: https://github.com/shellcheck-py/shellcheck-py
-    rev: "v0.10.0.1"
+    rev: "v0.11.0.1"
     hooks:
       - id: shellcheck
 
@@ -81,7 +81,7 @@ repos:
       - id: validate-pyproject
 
   - repo: https://github.com/python-jsonschema/check-jsonschema
-    rev: 0.33.0
+    rev: 0.36.0
     hooks:
       - id: check-dependabot
       - id: check-github-workflows
diff --git a/jetnet/datasets/dataset.py b/jetnet/datasets/dataset.py
index 9931241..bb51d30 100644
--- a/jetnet/datasets/dataset.py
+++ b/jetnet/datasets/dataset.py
@@ -4,7 +4,8 @@
 
 from __future__ import annotations
 
-from typing import Any, Callable
+from collections.abc import Callable
+from typing import Any
 
 import torch
 from torch import Tensor
diff --git a/jetnet/datasets/jetnet.py b/jetnet/datasets/jetnet.py
index 78fecaa..6e52873 100644
--- a/jetnet/datasets/jetnet.py
+++ b/jetnet/datasets/jetnet.py
@@ -1,7 +1,7 @@
 from __future__ import annotations
 
+from collections.abc import Callable
 from copy import copy
-from typing import Callable
 
 import numpy as np
 
diff --git a/jetnet/datasets/qgjets.py b/jetnet/datasets/qgjets.py
index b4536fe..c2ddff8 100644
--- a/jetnet/datasets/qgjets.py
+++ b/jetnet/datasets/qgjets.py
@@ -1,7 +1,7 @@
 from __future__ import annotations
 
+from collections.abc import Callable
 from copy import copy
-from typing import Callable
 
 import numpy as np
 
diff --git a/jetnet/datasets/toptagging.py b/jetnet/datasets/toptagging.py
index 46f40f2..37a83d1 100644
--- a/jetnet/datasets/toptagging.py
+++ b/jetnet/datasets/toptagging.py
@@ -1,7 +1,7 @@
 from __future__ import annotations
 
+from collections.abc import Callable
 from copy import copy
-from typing import Callable
 
 import numpy as np