diff --git a/misc/py-torchmetrics/Makefile b/misc/py-torchmetrics/Makefile
index 072fb07eb2b4..36099319d8d8 100644
--- a/misc/py-torchmetrics/Makefile
+++ b/misc/py-torchmetrics/Makefile
@@ -1,30 +1,35 @@
 PORTNAME=	torchmetrics
-DISTVERSION=	0.11.4
+DISTVERSIONPREFIX=	v
+DISTVERSION=	1.6.0
 CATEGORIES=	misc python # machine-learning
-MASTER_SITES=	PYPI
+#MASTER_SITES=	PYPI # no tests
 PKGNAMEPREFIX=	${PYTHON_PKGNAMEPREFIX}
 
 MAINTAINER=	yuri@FreeBSD.org
 COMMENT=	PyTorch native metrics
-WWW=		https://torchmetrics.readthedocs.io/en/stable/
+WWW=		https://lightning.ai/docs/torchmetrics/stable/ \
+		https://github.com/Lightning-AI/torchmetrics
 
 LICENSE=	APACHE20
 LICENSE_FILE=	${WRKSRC}/LICENSE
 
 PY_DEPENDS=	${PYTHON_PKGNAMEPREFIX}nltk>=3.6:textproc/py-nltk@${PY_FLAVOR} \
 		${PYNUMPY} \
-		${PYTHON_PKGNAMEPREFIX}packaging>0:devel/py-packaging@${PY_FLAVOR} \
+		${PYTHON_PKGNAMEPREFIX}packaging>17.1:devel/py-packaging@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}pytorch>0:misc/py-pytorch@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}regex>=2021.9.24:textproc/py-regex@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}scipy>=1.0.0:science/py-scipy@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}torchvision>0:misc/py-torchvision@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}tqdm>=4.41.0:misc/py-tqdm@${PY_FLAVOR} # some optional dependencies for some sections are missing
 BUILD_DEPENDS=	${PY_DEPENDS}
 RUN_DEPENDS=	${PY_DEPENDS}
 
 USES=		python
 USE_PYTHON=	distutils autoplist
 
+USE_GITHUB=	yes
+GH_ACCOUNT=	Lightning-AI
+
 NO_ARCH=	yes
 
 .include <bsd.port.mk>
diff --git a/misc/py-torchmetrics/distinfo b/misc/py-torchmetrics/distinfo
index 42fa25db6c86..87e5d3870a94 100644
--- a/misc/py-torchmetrics/distinfo
+++ b/misc/py-torchmetrics/distinfo
@@ -1,3 +1,3 @@
-TIMESTAMP = 1685432785
-SHA256 (torchmetrics-0.11.4.tar.gz) = 1fe45a14b44dd65d90199017dd5a4b5a128d56a8a311da7916c402c18c671494
-SIZE (torchmetrics-0.11.4.tar.gz) = 307144
+TIMESTAMP = 1734558567
+SHA256 (Lightning-AI-torchmetrics-v1.6.0_GH0.tar.gz) = 31fa875a2de6a188b4d8bf1a6825f160d4ecca0c98e00dfd62437f3b87d320e9
+SIZE (Lightning-AI-torchmetrics-v1.6.0_GH0.tar.gz) = 938806