diff --git python-package/pyproject.toml python-package/pyproject.toml
index 8835def25..46c1451c2 100644
--- python-package/pyproject.toml
+++ python-package/pyproject.toml
@@ -30,8 +30,7 @@ classifiers = [
 ]
 dependencies = [
     "numpy",
-    "scipy",
-    "nvidia-nccl-cu12 ; platform_system == 'Linux' and platform_machine != 'aarch64'"
+    "scipy"
 ]
 
 [project.urls]