diff --git a/cmake/SetupLibTorch.cmake b/cmake/SetupLibTorch.cmake
index 08fa362..e3203bf 100644
--- a/cmake/SetupLibTorch.cmake
+++ b/cmake/SetupLibTorch.cmake
@@ -1,4 +1,21 @@
-set(LIBTORCH_VERSION 2.4.1)
+if(APPLE)
+    if (CMAKE_OSX_ARCHITECTURES STREQUAL "x86_64")
+        set(LIBTORCH_VERSION 2.2.2)
+        # torch stopped uploading the binaries for x86_64, so we use an older version
+    elseif (CMAKE_OSX_ARCHITECTURES STREQUAL "arm64")
+        set(LIBTORCH_VERSION 2.4.1)
+    else()
+        if (CMAKE_HOST_SYSTEM_PROCESSOR STREQUAL "x86_64")
+            set(LIBTORCH_VERSION 2.2.2)
+        elseif(CMAKE_HOST_SYSTEM_PROCESSOR STREQUAL "arm64")
+            set(LIBTORCH_VERSION 2.4.1)
+        else()
+            message(FATAL_ERROR "CMAKE_OSX_ARCHITECTURES and CMAKE_HOST_SYSTEM_PROCESSOR not defined.")
+        endif()
+    endif()
+else()
+    set(LIBTORCH_VERSION 2.4.1)
+endif()
 
 if (NOT WIN32)
     set(TORCH_BUILD_TYPE "")