diff --git a/deps/python3/python3.cmake b/deps/python3/python3.cmake
index d926c7e888..2eae315d0b 100644
--- a/deps/python3/python3.cmake
+++ b/deps/python3/python3.cmake
@@ -15,7 +15,13 @@ if(WIN32)
     # See https://github.com/python/cpython/issues/153438
     # Patch from https://github.com/python/cpython/pull/153608
     # This patch has not been merged to 3.12 yet so we need to apply it manually
-    set(_patch_cmd git init && ${PATCH_CMD} ${CMAKE_CURRENT_LIST_DIR}/01-windows-nuget.patch)
+    #
+    # Without core.autocrlf=false the patched find_python.bat comes out LF and
+    # cmd.exe cannot find its goto labels.
+    set(_patch_cmd git init
+                   && ${GIT_EXECUTABLE} -c core.autocrlf=false apply --verbose
+                      --ignore-space-change --whitespace=fix
+                      ${CMAKE_CURRENT_LIST_DIR}/01-windows-nuget.patch)
 
     if(MSVC_VERSION EQUAL 1800)
         set(_python_platform_toolset v120)