diff --git a/easybuild/easyconfigs/p/PyTorch-bundle/PyTorch-bundle-2.1.2-foss-2023a-CUDA-12.1.1.eb b/easybuild/easyconfigs/p/PyTorch-bundle/PyTorch-bundle-2.1.2-foss-2023a-CUDA-12.1.1.eb
index b19df88e104..377617ac009 100644
--- a/easybuild/easyconfigs/p/PyTorch-bundle/PyTorch-bundle-2.1.2-foss-2023a-CUDA-12.1.1.eb
+++ b/easybuild/easyconfigs/p/PyTorch-bundle/PyTorch-bundle-2.1.2-foss-2023a-CUDA-12.1.1.eb
@@ -78,7 +78,6 @@ exts_list = [
         'checksums': ['7f6b125602ac6d743e523ae0bfa71e1a697a2f5534064528c6ff84c2f7c2fc7f'],
     }),
     ('torchvision', '0.16.2', {
-        'preinstallopts': 'WITH_CUDA=1 TORCHVISION_INCLUDE="$EBROOTLIBJPEGMINTURBO/include:$TORCHVISION_INCLUDE"',
         'installopts': '-v',
         'patches': [
             'torchvision-0.16.2_ffmpeg-6.0-fix.patch',
diff --git a/easybuild/easyconfigs/p/PyTorch-bundle/PyTorch-bundle-2.1.2-foss-2023a.eb b/easybuild/easyconfigs/p/PyTorch-bundle/PyTorch-bundle-2.1.2-foss-2023a.eb
index 10b6b0d37d6..4c8d8ef847a 100644
--- a/easybuild/easyconfigs/p/PyTorch-bundle/PyTorch-bundle-2.1.2-foss-2023a.eb
+++ b/easybuild/easyconfigs/p/PyTorch-bundle/PyTorch-bundle-2.1.2-foss-2023a.eb
@@ -76,7 +76,6 @@ exts_list = [
         'checksums': ['7f6b125602ac6d743e523ae0bfa71e1a697a2f5534064528c6ff84c2f7c2fc7f'],
     }),
     ('torchvision', '0.16.2', {
-        'preinstallopts': 'WITH_CUDA=0 TORCHVISION_INCLUDE="$EBROOTLIBJPEGMINTURBO/include:$TORCHVISION_INCLUDE"',
         'installopts': '-v',
         'patches': [
             'torchvision-0.16.2_ffmpeg-6.0-fix.patch',