diff --git a/pyproject.toml b/pyproject.toml
index 52142a02..6a8b020a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -72,7 +72,7 @@ dev = [
     "myst-parser>=1.0,<2.1",
     "sphinx-copybutton==0.5.2",
     "sphinx-autobuild==2021.3.14",
-    "sphinx-autodoc-typehints==1.23.3",
+    "sphinx-autodoc-typehints==3.5.2",
     "packaging",
     "necessary",
     "peft",