diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 781d70a..555394d 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -8,7 +8,7 @@ repos:
       - id: pyupgrade
 
   - repo: https://github.com/bwhmather/ssort
-    rev: 0.12.2
+    rev: 0.12.3
     hooks:
       - id: ssort
 
@@ -24,7 +24,7 @@ repos:
         args: [--in-place]
 
   - repo: https://github.com/psf/black
-    rev: 23.12.1
+    rev: 24.1.1
     hooks:
       - id: black
         args: [--line-length, "88"]
diff --git a/src/spacy_wrap/architectures.py b/src/spacy_wrap/architectures.py
index 5c84292..cbffa46 100644
--- a/src/spacy_wrap/architectures.py
+++ b/src/spacy_wrap/architectures.py
@@ -14,7 +14,6 @@
 ClassificationTransformerModel instead of TransformerModel
 """
 
-
 from typing import Callable, List
 
 from spacy.tokens import Doc
diff --git a/src/spacy_wrap/util.py b/src/spacy_wrap/util.py
index c5b8c18..24c08a7 100644
--- a/src/spacy_wrap/util.py
+++ b/src/spacy_wrap/util.py
@@ -11,7 +11,6 @@
 - split_by_doc. Changed to fetch logits instead of token embeddings
 """
 
-
 from typing import List, Literal
 
 import numpy as np
diff --git a/tests/test_seq_clf_transformer.py b/tests/test_seq_clf_transformer.py
index 32bbdba..4f6c148 100644
--- a/tests/test_seq_clf_transformer.py
+++ b/tests/test_seq_clf_transformer.py
@@ -1,4 +1,5 @@
 """Test for the sequence classification transformer pipeline component."""
+
 import shutil
 
 import pytest
diff --git a/tests/test_tok_clf_transformer.py b/tests/test_tok_clf_transformer.py
index 8a06639..eccfe73 100644
--- a/tests/test_tok_clf_transformer.py
+++ b/tests/test_tok_clf_transformer.py
@@ -1,4 +1,5 @@
 """Test for the token classification transformer pipeline component."""
+
 import shutil
 
 import pytest