diff --git a/misc/py-pytorch/Makefile b/misc/py-pytorch/Makefile
index 15685f2dae9c..a2584efb699f 100644
--- a/misc/py-pytorch/Makefile
+++ b/misc/py-pytorch/Makefile
@@ -1,84 +1,83 @@
 PORTNAME=	pytorch
 DISTVERSIONPREFIX=	v
-DISTVERSION=	2.4.0
-PORTREVISION=	2
+DISTVERSION=	2.4.1
 CATEGORIES=	misc # machine-learning
 MASTER_SITES=	https://github.com/pytorch/pytorch/releases/download/v${DISTVERSION}/
 PKGNAMEPREFIX=	${PYTHON_PKGNAMEPREFIX}
 DISTFILES=	${PORTNAME}-${DISTVERSIONFULL}${EXTRACT_SUFX} # the main tarball disappears when GH_xx tags are added w/out this line
 DIST_SUBDIR=	${PORTNAME}
 
 MAINTAINER=	yuri@FreeBSD.org
 COMMENT=	PyTorch: Tensors and dynamic neural networks in Python
 WWW=		https://pytorch.org/
 
 LICENSE=	BSD3CLAUSE
 LICENSE_FILE=	${WRKSRC}/LICENSE
 
 BROKEN_aarch64=	build fails: CMake Error at third_party/QNNPACK/CMakeLists.txt:47 (MESSAGE): Unrecognized CMAKE_SYSTEM_NAME = FreeBSD
 BROKEN_i386=	build fails: DispatchStub.cpp:162:29: [0m[0;1;31merror: [0m[1muse of undeclared identifier 'AVX2'[0m
 
 BUILD_DEPENDS=	cmake:devel/cmake-core \
 		gmake:devel/gmake \
 		pybind11>0:devel/pybind11 \
 		${PYNUMPY} \
 		${LOCALBASE}/include/fxdiv.h:devel/fxdiv \
 		${PYTHON_PKGNAMEPREFIX}typing-extensions>0:devel/py-typing-extensions@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}pyyaml>=0:devel/py-pyyaml@${PY_FLAVOR}
 LIB_DEPENDS=	libabsl_base.so:devel/abseil \
 		libblis.so:math/blis \
 		libmpi_cxx.so:net/openmpi4 \
 		libonnx.so:misc/onnx \
 		libopenblas.so:math/openblas \
 		libpthreadpool.so:devel/pthreadpool \
 		libprotobuf.so:devel/protobuf \
 		libsleef.so:math/sleef
 RUN_DEPENDS=	${PYTHON_PKGNAMEPREFIX}filelock>0:sysutils/py-filelock@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}Jinja2>=0:devel/py-Jinja2@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}networkx>0:math/py-networkx@${PY_FLAVOR} \
 		${PYNUMPY} \
 		${PYTHON_PKGNAMEPREFIX}sympy>0:math/py-sympy@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}typing-extensions>0:devel/py-typing-extensions@${PY_FLAVOR}
 RUN_DEPENDS+=	${PYTHON_PKGNAMEPREFIX}dill>0:devel/py-dill@${PY_FLAVOR} # optional dependency
 
 USES=		compiler:c++17-lang localbase:ldflags python
 USE_PYTHON=	distutils autoplist
 
 USE_GITHUB=	nodefault
 GH_TUPLE=	pytorch:cpuinfo:3a3b76bc8845d0f4a2ea3108e256313458c5de03:cpuinfo/cpuinfo-with-freebsd-support # https://github.com/pytorch/cpuinfo/pull/230/commits
 
 MAKE_ENV=	USE_NINJA=no # ninja breaks for some reason
 MAKE_ENV+=	BUILD_TEST=0 # ninja breaks for some reason
 MAKE_ENV+=	USE_MKLDNN=0 # disable MKLDNN that doesn't exist, see https://github.com/pytorch/pytorch/issues/100957
 MAKE_ENV+=	USE_CUDNN=0
 MAKE_ENV+=	USE_LAPACK=1 # needed on FreeBSD to run w/out GPU
 MAKE_ENV+=	USE_QNNPACK=0
 LDFLAGS+=	-lexecinfo
 
 BINARY_ALIAS=	make=${GMAKE}
 
 POST_PLIST=	fix-plist
 
 .include <bsd.port.options.mk>
 
 .if ${OPSYS} == FreeBSD
 USES+=	llvm:max=15
 .endif
 
 post-patch:
 	@cd ${WRKSRC} && \
 		${RM} -r third_party/cpuinfo third_party/fbgemm/third_party/cpuinfo && \
 		${CP} -r cpuinfo-with-freebsd-support third_party/cpuinfo && \
 		${CP} -r cpuinfo-with-freebsd-support third_party/fbgemm/third_party/cpuinfo
 
 post-install: # strip binaries
 	@${STRIP_CMD} \
 		${STAGEDIR}${PYTHON_SITELIBDIR}/torch/bin/torch_shm_manager \
 		${STAGEDIR}${PYTHON_SITELIBDIR}/torch/_C${PYTHON_EXT_SUFFIX}.so \
 		${STAGEDIR}${PYTHON_SITELIBDIR}/functorch/_C${PYTHON_EXT_SUFFIX}.so \
 		${STAGEDIR}${PYTHON_SITELIBDIR}/torch/lib/lib*.so
 
 fix-plist: # remove the stray %%PYTHON_SITELIBDIR%%/caffe2 file
 	@${REINPLACE_CMD} -e "s|.*/caffe2$$||" ${TMPPLIST}
 
 .include <bsd.port.mk>
diff --git a/misc/py-pytorch/distinfo b/misc/py-pytorch/distinfo
index 23ab484cb7d0..c011a12dc0fa 100644
--- a/misc/py-pytorch/distinfo
+++ b/misc/py-pytorch/distinfo
@@ -1,5 +1,5 @@
-TIMESTAMP = 1724635082
-SHA256 (pytorch/pytorch-v2.4.0.tar.gz) = a890d4342149adbc6c8b116a9afe437fe347527a9ecc0650086cdec82ecdcfb7
-SIZE (pytorch/pytorch-v2.4.0.tar.gz) = 296908090
+TIMESTAMP = 1728092741
+SHA256 (pytorch/pytorch-v2.4.1.tar.gz) = 39666a43c0c10f5fd46c1a7ca95dc74d3bc39de2678b70066481cbf02e58384f
+SIZE (pytorch/pytorch-v2.4.1.tar.gz) = 296932555
 SHA256 (pytorch/pytorch-cpuinfo-3a3b76bc8845d0f4a2ea3108e256313458c5de03_GH0.tar.gz) = 658acaf67573484abc7a093066d3766f9a3b94aff5b77e0f4e9c72cee5ebaa4a
 SIZE (pytorch/pytorch-cpuinfo-3a3b76bc8845d0f4a2ea3108e256313458c5de03_GH0.tar.gz) = 3534893
diff --git a/misc/py-pytorch/files/patch-setup.py b/misc/py-pytorch/files/patch-setup.py
deleted file mode 100644
index d4ceb66eaed9..000000000000
--- a/misc/py-pytorch/files/patch-setup.py
+++ /dev/null
@@ -1,10 +0,0 @@
---- setup.py.orig	2024-08-26 02:27:07 UTC
-+++ setup.py
-@@ -366,7 +366,6 @@ def get_submodule_folders():
-             "cpuinfo",
-             "onnx",
-             "foxi",
--            "QNNPACK",
-             "fbgemm",
-             "cutlass",
-         ]