diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index f4fdf202e..5e53abd92 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -91,7 +91,10 @@ repos:
               - id: codespell
                 additional_dependencies: [tomli]
                 args: ["--toml", "pyproject.toml"]
-                exclude: (?x)^(^CHANGELOG.md$)
+                exclude: |
+                  (?x)
+                    ^CHANGELOG[.]md$|
+                    ^cpp/cmake/patches/cutlass/build-export[.]patch$
       - repo: https://github.com/pre-commit/pre-commit-hooks
         rev: v4.5.0
         hooks:
diff --git a/cpp/cmake/patches/cutlass/build-export.patch b/cpp/cmake/patches/cutlass/build-export.patch
new file mode 100644
index 000000000..a6423e9c0
--- /dev/null
+++ b/cpp/cmake/patches/cutlass/build-export.patch
@@ -0,0 +1,27 @@
+From e0a9597946257a01ae8444200f836ee51d5597ba Mon Sep 17 00:00:00 2001
+From: Kyle Edwards <kyedwards@nvidia.com>
+Date: Wed, 20 Nov 2024 16:37:38 -0500
+Subject: [PATCH] Remove erroneous include directories
+
+These directories are left over from when CuTe was a separate
+CMake project. Remove them.
+---
+ CMakeLists.txt | 2 --
+ 1 file changed, 2 deletions(-)
+
+diff --git a/CMakeLists.txt b/CMakeLists.txt
+index 7419bdf5e..545384d82 100755
+--- a/CMakeLists.txt
++++ b/CMakeLists.txt
+@@ -665,8 +665,6 @@ target_include_directories(
+   $<INSTALL_INTERFACE:include>
+   $<BUILD_INTERFACE:${CUTLASS_INCLUDE_DIR}>
+   $<BUILD_INTERFACE:${CMAKE_CURRENT_BINARY_DIR}/include>
+-  $<BUILD_INTERFACE:${cute_SOURCE_DIR}/include>
+-  $<BUILD_INTERFACE:${cute_SOURCE_DIR}/examples>
+   )
+ 
+ # Mark CTK headers as system to supress warnings from them
+-- 
+2.34.1
+
diff --git a/cpp/cmake/patches/cutlass_override.json b/cpp/cmake/patches/cutlass_override.json
new file mode 100644
index 000000000..7bf818987
--- /dev/null
+++ b/cpp/cmake/patches/cutlass_override.json
@@ -0,0 +1,16 @@
+{
+  "packages" : {
+    "cutlass" : {
+      "version": "3.5.1",
+      "git_url": "https://github.com/NVIDIA/cutlass.git",
+      "git_tag": "v${version}",
+      "patches" : [
+        {
+          "file" : "${current_json_dir}/cutlass/build-export.patch",
+          "issue" : "Fix build directory export",
+          "fixed_in" : ""
+        }
+      ]
+    }
+  }
+}
diff --git a/cpp/cmake/thirdparty/get_cutlass.cmake b/cpp/cmake/thirdparty/get_cutlass.cmake
index 61065318b..71bd2d26c 100644
--- a/cpp/cmake/thirdparty/get_cutlass.cmake
+++ b/cpp/cmake/thirdparty/get_cutlass.cmake
@@ -13,10 +13,11 @@
 # =============================================================================
 
 function(find_and_configure_cutlass)
-  set(oneValueArgs VERSION REPOSITORY PINNED_TAG)
+  set(options)
+  set(oneValueArgs)
+  set(multiValueArgs)
   cmake_parse_arguments(PKG "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN})
 
-  # if(RAFT_ENABLE_DIST_DEPENDENCIES OR RAFT_COMPILE_LIBRARIES)
   set(CUTLASS_ENABLE_HEADERS_ONLY
       ON
       CACHE BOOL "Enable only the header library"
@@ -34,13 +35,22 @@ function(find_and_configure_cutlass)
     set(CUDART_LIBRARY "${CUDA_cudart_static_LIBRARY}" CACHE FILEPATH "fixing cutlass cmake code" FORCE)
   endif()
 
+  include("${rapids-cmake-dir}/cpm/package_override.cmake")
+  rapids_cpm_package_override("${CMAKE_CURRENT_FUNCTION_LIST_DIR}/../patches/cutlass_override.json")
+
+  include("${rapids-cmake-dir}/cpm/detail/package_details.cmake")
+  rapids_cpm_package_details(cutlass version repository tag shallow exclude)
+
+  include("${rapids-cmake-dir}/cpm/detail/generate_patch_command.cmake")
+  rapids_cpm_generate_patch_command(cutlass ${version} patch_command)
+
   rapids_cpm_find(
-    NvidiaCutlass ${PKG_VERSION}
+    NvidiaCutlass ${version}
     GLOBAL_TARGETS nvidia::cutlass::cutlass
     CPM_ARGS
-    GIT_REPOSITORY ${PKG_REPOSITORY}
-    GIT_TAG ${PKG_PINNED_TAG}
-    GIT_SHALLOW TRUE
+    GIT_REPOSITORY ${repository}
+    GIT_TAG ${tag}
+    GIT_SHALLOW ${shallow} ${patch_command}
     OPTIONS "CUDAToolkit_ROOT ${CUDAToolkit_LIBRARY_DIR}"
   )
 
@@ -56,7 +66,6 @@ function(find_and_configure_cutlass)
       NAMESPACE nvidia::cutlass::
     )
   endif()
-  # endif()
 
   # We generate the cutlass-config files when we built cutlass locally, so always do
   # `find_dependency`
@@ -79,14 +88,4 @@ function(find_and_configure_cutlass)
   )
 endfunction()
 
-if(NOT RAFT_CUTLASS_GIT_TAG)
-  set(RAFT_CUTLASS_GIT_TAG v2.10.0)
-endif()
-
-if(NOT RAFT_CUTLASS_GIT_REPOSITORY)
-  set(RAFT_CUTLASS_GIT_REPOSITORY https://github.com/NVIDIA/cutlass.git)
-endif()
-
-find_and_configure_cutlass(
-  VERSION 2.10.0 REPOSITORY ${RAFT_CUTLASS_GIT_REPOSITORY} PINNED_TAG ${RAFT_CUTLASS_GIT_TAG}
-)
+find_and_configure_cutlass()