diff --git a/misc/py-torchao/Makefile b/misc/py-torchao/Makefile
index 5d7918a58190..28145fe0e023 100644
--- a/misc/py-torchao/Makefile
+++ b/misc/py-torchao/Makefile
@@ -1,33 +1,35 @@
 PORTNAME=	torchao
 DISTVERSIONPREFIX=	v
-DISTVERSION=	0.13.0
-PORTREVISION=	2
+DISTVERSION=	0.17.0
 CATEGORIES=	misc # machine-learning
 PKGNAMEPREFIX=	${PYTHON_PKGNAMEPREFIX}
 
+PATCH_SITES=	https://github.com/pytorch/ao/commit/
+PATCHFILES=	cf7d0b178f989bf43fff27a4246cf2cab9175ac9.patch:-p1
+
 MAINTAINER=	yuri@FreeBSD.org
 COMMENT=	PyTorch: Package for applying ao techniques to GPU models
 WWW=		https://docs.pytorch.org/ao/stable/index.html \
 		https://github.com/pytorch/ao
 
 LICENSE=	BSD3CLAUSE
 LICENSE_FILE=	${WRKSRC}/LICENSE
 
 PY_DEPENDS=	${PYTHON_PKGNAMEPREFIX}numpy>=1.16:math/py-numpy@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}pytorch>0:misc/py-pytorch@${PY_FLAVOR}
 BUILD_DEPENDS=	${PY_DEPENDS}
 RUN_DEPENDS=	${PY_DEPENDS}
 
 USES=		python
 USE_PYTHON=	distutils autoplist pytest
 
 USE_GITHUB=	yes
 GH_ACCOUNT=	pytorch
 GH_PROJECT=	ao
 GH_TUPLE=	NVIDIA:cutlass:e51efbf:cutlass/third_party/cutlass
 
 NO_ARCH=	yes
 
 # tests fail with: caught unexpected SystemExit!
 
 .include <bsd.port.mk>
diff --git a/misc/py-torchao/distinfo b/misc/py-torchao/distinfo
index 8e8a224bd2e6..2f76c424fb8d 100644
--- a/misc/py-torchao/distinfo
+++ b/misc/py-torchao/distinfo
@@ -1,5 +1,7 @@
-TIMESTAMP = 1758232597
-SHA256 (pytorch-ao-v0.13.0_GH0.tar.gz) = 3d2aac7c2dcc9bb7aabe5d9cf8bd508bac2b7e0e4582e162932bf4667a079d0c
-SIZE (pytorch-ao-v0.13.0_GH0.tar.gz) = 7937501
+TIMESTAMP = 1779006762
+SHA256 (pytorch-ao-v0.17.0_GH0.tar.gz) = d1689d7a07536f11a1e53fb51b54b00e71bce79c56ac14d62851e1aecf5a2b60
+SIZE (pytorch-ao-v0.17.0_GH0.tar.gz) = 10264595
 SHA256 (NVIDIA-cutlass-e51efbf_GH0.tar.gz) = cbd9e9512cb85c6e6ea56f54cf9d83d879bc607a4b4f5180764291652ca30970
 SIZE (NVIDIA-cutlass-e51efbf_GH0.tar.gz) = 33083009
+SHA256 (cf7d0b178f989bf43fff27a4246cf2cab9175ac9.patch) = 0220c996d451136ea7597e37ebc61ec1069babf6efd1c6cebb7bcd4acf20d4d9
+SIZE (cf7d0b178f989bf43fff27a4246cf2cab9175ac9.patch) = 1206