diff --git a/.devcontainer/cuda12.2-conda/devcontainer.json b/.devcontainer/cuda12.2-conda/devcontainer.json
index 7100dce5bf..8baea607ae 100644
--- a/.devcontainer/cuda12.2-conda/devcontainer.json
+++ b/.devcontainer/cuda12.2-conda/devcontainer.json
@@ -3,7 +3,7 @@
     "context": "${localWorkspaceFolder}/.devcontainer",
     "dockerfile": "${localWorkspaceFolder}/.devcontainer/Dockerfile",
     "args": {
-      "CUDA": "12.2",
+      "CUDA": "12.5",
       "PYTHON_PACKAGE_MANAGER": "conda",
       "BASE": "rapidsai/devcontainers:24.08-cpp-mambaforge-ubuntu22.04"
     }
@@ -11,7 +11,7 @@
   "runArgs": [
     "--rm",
     "--name",
-    "${localEnv:USER:anon}-rapids-${localWorkspaceFolderBasename}-24.08-cuda12.2-conda"
+    "${localEnv:USER:anon}-rapids-${localWorkspaceFolderBasename}-24.08-cuda12.5-conda"
   ],
   "hostRequirements": {"gpu": "optional"},
   "features": {
@@ -20,7 +20,7 @@
   "overrideFeatureInstallOrder": [
     "ghcr.io/rapidsai/devcontainers/features/rapids-build-utils"
   ],
-  "initializeCommand": ["/bin/bash", "-c", "mkdir -m 0755 -p ${localWorkspaceFolder}/../.{aws,cache,config,conda/pkgs,conda/${localWorkspaceFolderBasename}-cuda12.2-envs}"],
+  "initializeCommand": ["/bin/bash", "-c", "mkdir -m 0755 -p ${localWorkspaceFolder}/../.{aws,cache,config,conda/pkgs,conda/${localWorkspaceFolderBasename}-cuda12.5-envs}"],
   "postAttachCommand": ["/bin/bash", "-c", "if [ ${CODESPACES:-false} = 'true' ]; then . devcontainer-utils-post-attach-command; . rapids-post-attach-command; fi"],
   "workspaceFolder": "/home/coder",
   "workspaceMount": "source=${localWorkspaceFolder},target=/home/coder/cuml,type=bind,consistency=consistent",
@@ -29,7 +29,7 @@
     "source=${localWorkspaceFolder}/../.cache,target=/home/coder/.cache,type=bind,consistency=consistent",
     "source=${localWorkspaceFolder}/../.config,target=/home/coder/.config,type=bind,consistency=consistent",
     "source=${localWorkspaceFolder}/../.conda/pkgs,target=/home/coder/.conda/pkgs,type=bind,consistency=consistent",
-    "source=${localWorkspaceFolder}/../.conda/${localWorkspaceFolderBasename}-cuda12.2-envs,target=/home/coder/.conda/envs,type=bind,consistency=consistent"
+    "source=${localWorkspaceFolder}/../.conda/${localWorkspaceFolderBasename}-cuda12.5-envs,target=/home/coder/.conda/envs,type=bind,consistency=consistent"
   ],
   "customizations": {
     "vscode": {
diff --git a/.devcontainer/cuda12.2-pip/devcontainer.json b/.devcontainer/cuda12.2-pip/devcontainer.json
index cafd13508a..6c375ab3d8 100644
--- a/.devcontainer/cuda12.2-pip/devcontainer.json
+++ b/.devcontainer/cuda12.2-pip/devcontainer.json
@@ -3,20 +3,20 @@
     "context": "${localWorkspaceFolder}/.devcontainer",
     "dockerfile": "${localWorkspaceFolder}/.devcontainer/Dockerfile",
     "args": {
-      "CUDA": "12.2",
+      "CUDA": "12.5",
       "PYTHON_PACKAGE_MANAGER": "pip",
-      "BASE": "rapidsai/devcontainers:24.08-cpp-cuda12.2-ucx1.17.0-openmpi-ubuntu22.04"
+      "BASE": "rapidsai/devcontainers:24.08-cpp-cuda12.5-ucx1.17.0-openmpi-ubuntu22.04"
     }
   },
   "runArgs": [
     "--rm",
     "--name",
-    "${localEnv:USER:anon}-rapids-${localWorkspaceFolderBasename}-24.08-cuda12.2-pip"
+    "${localEnv:USER:anon}-rapids-${localWorkspaceFolderBasename}-24.08-cuda12.5-pip"
   ],
   "hostRequirements": {"gpu": "optional"},
   "features": {
     "ghcr.io/rapidsai/devcontainers/features/cuda:24.6": {
-      "version": "12.2",
+      "version": "12.5",
       "installcuBLAS": true,
       "installcuSOLVER": true,
       "installcuRAND": true,
@@ -28,7 +28,7 @@
     "ghcr.io/rapidsai/devcontainers/features/cuda",
     "ghcr.io/rapidsai/devcontainers/features/rapids-build-utils"
   ],
-  "initializeCommand": ["/bin/bash", "-c", "mkdir -m 0755 -p ${localWorkspaceFolder}/../.{aws,cache,config/pip,local/share/${localWorkspaceFolderBasename}-cuda12.2-venvs}"],
+  "initializeCommand": ["/bin/bash", "-c", "mkdir -m 0755 -p ${localWorkspaceFolder}/../.{aws,cache,config/pip,local/share/${localWorkspaceFolderBasename}-cuda12.5-venvs}"],
   "postAttachCommand": ["/bin/bash", "-c", "if [ ${CODESPACES:-false} = 'true' ]; then . devcontainer-utils-post-attach-command; . rapids-post-attach-command; fi"],
   "workspaceFolder": "/home/coder",
   "workspaceMount": "source=${localWorkspaceFolder},target=/home/coder/cuml,type=bind,consistency=consistent",
@@ -36,7 +36,7 @@
     "source=${localWorkspaceFolder}/../.aws,target=/home/coder/.aws,type=bind,consistency=consistent",
     "source=${localWorkspaceFolder}/../.cache,target=/home/coder/.cache,type=bind,consistency=consistent",
     "source=${localWorkspaceFolder}/../.config,target=/home/coder/.config,type=bind,consistency=consistent",
-    "source=${localWorkspaceFolder}/../.local/share/${localWorkspaceFolderBasename}-cuda12.2-venvs,target=/home/coder/.local/share/venvs,type=bind,consistency=consistent"
+    "source=${localWorkspaceFolder}/../.local/share/${localWorkspaceFolderBasename}-cuda12.5-venvs,target=/home/coder/.local/share/venvs,type=bind,consistency=consistent"
   ],
   "customizations": {
     "vscode": {
diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
index ed5f00c638..673c641fde 100644
--- a/.github/workflows/build.yaml
+++ b/.github/workflows/build.yaml
@@ -28,7 +28,7 @@ concurrency:
 jobs:
   cpp-build:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@cuda-12.5.1
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -38,7 +38,7 @@ jobs:
     if: github.ref_type == 'branch'
     needs: [python-build]
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@cuda-12.5.1
     with:
       arch: "amd64"
       branch: ${{ inputs.branch }}
@@ -51,7 +51,7 @@ jobs:
   python-build:
     needs: [cpp-build]
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@cuda-12.5.1
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -60,7 +60,7 @@ jobs:
   upload-conda:
     needs: [cpp-build, python-build]
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-upload-packages.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-upload-packages.yaml@cuda-12.5.1
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -68,7 +68,7 @@ jobs:
       sha: ${{ inputs.sha }}
   wheel-build-cuml:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@cuda-12.5.1
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -84,7 +84,7 @@ jobs:
   wheel-publish-cuml:
     needs: wheel-build-cuml
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@cuda-12.5.1
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
index 0a4c02b514..0a4bbfcc21 100644
--- a/.github/workflows/pr.yaml
+++ b/.github/workflows/pr.yaml
@@ -26,10 +26,10 @@ jobs:
       - wheel-tests-cuml
       - devcontainer
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@cuda-12.5.1
   checks:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/checks.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/checks.yaml@cuda-12.5.1
     with:
       enable_check_generated_files: false
       ignored_pr_jobs: >-
@@ -37,7 +37,7 @@ jobs:
   clang-tidy:
     needs: checks
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@cuda-12.5.1
     with:
       build_type: pull-request
       node_type: "cpu8"
@@ -47,19 +47,19 @@ jobs:
   conda-cpp-build:
     needs: checks
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@cuda-12.5.1
     with:
       build_type: pull-request
   conda-cpp-tests:
     needs: conda-cpp-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@cuda-12.5.1
     with:
       build_type: pull-request
   conda-cpp-checks:
     needs: conda-cpp-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-post-build-checks.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-post-build-checks.yaml@cuda-12.5.1
     with:
       build_type: pull-request
       enable_check_symbols: true
@@ -67,20 +67,20 @@ jobs:
   conda-python-build:
     needs: conda-cpp-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@cuda-12.5.1
     with:
       build_type: pull-request
   conda-python-tests-singlegpu:
     needs: conda-python-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@cuda-12.5.1
     with:
       build_type: pull-request
       script: "ci/test_python_singlegpu.sh"
   optional-job-conda-python-tests-cudf-pandas-integration:
     needs: conda-python-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@cuda-12.5.1
     with:
       matrix_filter: map(select(.ARCH == "amd64"))
       build_type: pull-request
@@ -88,14 +88,14 @@ jobs:
   conda-python-tests-dask:
     needs: conda-python-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@cuda-12.5.1
     with:
       build_type: pull-request
       script: "ci/test_python_dask.sh"
   conda-notebook-tests:
     needs: conda-python-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@cuda-12.5.1
     with:
       build_type: pull-request
       node_type: "gpu-v100-latest-1"
@@ -105,7 +105,7 @@ jobs:
   docs-build:
     needs: conda-python-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@cuda-12.5.1
     with:
       build_type: pull-request
       node_type: "gpu-v100-latest-1"
@@ -115,7 +115,7 @@ jobs:
   wheel-build-cuml:
     needs: checks
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@cuda-12.5.1
     with:
       build_type: pull-request
       script: ci/build_wheel.sh
@@ -125,16 +125,16 @@ jobs:
   wheel-tests-cuml:
     needs: wheel-build-cuml
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@cuda-12.5.1
     with:
       build_type: pull-request
       script: ci/test_wheel.sh
   devcontainer:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/build-in-devcontainer.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/build-in-devcontainer.yaml@cuda-12.5.1
     with:
       arch: '["amd64"]'
-      cuda: '["12.2"]'
+      cuda: '["12.5"]'
       extra-repo-deploy-key: CUMLPRIMS_SSH_PRIVATE_DEPLOY_KEY
       build_command: |
         sccache -z;
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index 1ede47ff54..67f905dbca 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -16,7 +16,7 @@ on:
 jobs:
   conda-cpp-checks:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-post-build-checks.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-post-build-checks.yaml@cuda-12.5.1
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
@@ -26,7 +26,7 @@ jobs:
       symbol_exclusions: raft_cutlass
   conda-cpp-tests:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@cuda-12.5.1
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
@@ -34,7 +34,7 @@ jobs:
       sha: ${{ inputs.sha }}
   conda-python-tests-singlegpu:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@cuda-12.5.1
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
@@ -43,7 +43,7 @@ jobs:
       script: "ci/test_python_singlegpu.sh"
   conda-python-tests-dask:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@cuda-12.5.1
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
@@ -52,7 +52,7 @@ jobs:
       script: "ci/test_python_dask.sh"
   wheel-tests-cuml:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@cuda-12.5.1
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
diff --git a/conda/environments/all_cuda-122_arch-x86_64.yaml b/conda/environments/all_cuda-125_arch-x86_64.yaml
similarity index 96%
rename from conda/environments/all_cuda-122_arch-x86_64.yaml
rename to conda/environments/all_cuda-125_arch-x86_64.yaml
index 6c8affeda8..9d1fd86bf9 100644
--- a/conda/environments/all_cuda-122_arch-x86_64.yaml
+++ b/conda/environments/all_cuda-125_arch-x86_64.yaml
@@ -13,7 +13,7 @@ dependencies:
 - cuda-nvcc
 - cuda-profiler-api
 - cuda-python>=12.0,<13.0a0
-- cuda-version=12.2
+- cuda-version=12.5
 - cudf==24.8.*,>=0.0.0a0
 - cupy>=12.0.0
 - cxx-compiler
@@ -72,4 +72,4 @@ dependencies:
 - umap-learn==0.5.3
 - pip:
   - dask-glm==0.3.0
-name: all_cuda-122_arch-x86_64
+name: all_cuda-125_arch-x86_64
diff --git a/conda/environments/cpp_all_cuda-122_arch-x86_64.yaml b/conda/environments/cpp_all_cuda-125_arch-x86_64.yaml
similarity index 91%
rename from conda/environments/cpp_all_cuda-122_arch-x86_64.yaml
rename to conda/environments/cpp_all_cuda-125_arch-x86_64.yaml
index 4aca59cb85..aae84dcbda 100644
--- a/conda/environments/cpp_all_cuda-122_arch-x86_64.yaml
+++ b/conda/environments/cpp_all_cuda-125_arch-x86_64.yaml
@@ -12,7 +12,7 @@ dependencies:
 - cuda-cudart-dev
 - cuda-nvcc
 - cuda-profiler-api
-- cuda-version=12.2
+- cuda-version=12.5
 - cxx-compiler
 - gcc_linux-64=11.*
 - libcublas-dev
@@ -26,4 +26,4 @@ dependencies:
 - librmm==24.8.*,>=0.0.0a0
 - ninja
 - sysroot_linux-64==2.17
-name: cpp_all_cuda-122_arch-x86_64
+name: cpp_all_cuda-125_arch-x86_64
diff --git a/dependencies.yaml b/dependencies.yaml
index 44046f8bb3..c35d12bb75 100644
--- a/dependencies.yaml
+++ b/dependencies.yaml
@@ -3,7 +3,7 @@ files:
   all:
     output: conda
     matrix:
-      cuda: ["11.8", "12.2"]
+      cuda: ["11.8", "12.5"]
       arch: [x86_64]
     includes:
       - common_build
@@ -18,7 +18,7 @@ files:
   cpp_all:
     output: conda
     matrix:
-      cuda: ["11.8", "12.2"]
+      cuda: ["11.8", "12.5"]
       arch: [x86_64]
     includes:
       - common_build
@@ -298,6 +298,10 @@ dependencies:
               cuda: "12.2"
             packages:
               - cuda-version=12.2
+          - matrix:
+              cuda: "12.5"
+            packages:
+              - cuda-version=12.5
   cuda:
     specific:
       - output_types: conda