diff --git a/pyproject.toml b/pyproject.toml
index ad805ad50ad..13519a2865e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -66,6 +66,7 @@ dependencies=[
   "ruamel.yaml",
   "sympy",
   "tabulate",
+  "torchao==0.10.0",
   "typing-extensions",
   # Keep this version in sync with: ./backends/apple/coreml/scripts/install_requirements.sh
   "coremltools==8.2; platform_system == 'Darwin'",
diff --git a/third-party/ao b/third-party/ao
index 923242e22b5..8b264ce1e15 160000
--- a/third-party/ao
+++ b/third-party/ao
@@ -1 +1 @@
-Subproject commit 923242e22b5fb67646473605ab959b90cc450abc
+Subproject commit 8b264ce1e1597f4c3f6476609334be05d294f092