diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 0874474b..b05d714b 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -58,6 +58,8 @@ env:
   COLUMNS: "100"
   FORCE_COLOR: "1"
   CLICOLOR_FORCE: "1"
+  XDG_CACHE_HOME: "${{ github.workspace }}/.cache"
+  PIP_CACHE_DIR: "${{ github.workspace }}/.cache/pip"
   PIP_RETRIES: "10"
   PIP_TIMEOUT: "120"
   ALLOW_PRERELEASES: "false"
@@ -78,7 +80,7 @@ jobs:
           fetch-depth: 0
 
       - name: Set up Python
-        uses: actions/setup-python@v6
+        uses: actions/setup-python@v7
         with:
           python-version: "3.9 - 3.14"
           update-environment: true
@@ -240,7 +242,7 @@ jobs:
           echo "PYTHON_VERSION=${PYTHON_VERSION}" | tee -a "${GITHUB_ENV}"
 
       - name: Set up Python
-        uses: actions/setup-python@v6
+        uses: actions/setup-python@v7
         with:
           python-version: ${{ env.PYTHON_VERSION }}
           update-environment: true
@@ -401,7 +403,7 @@ jobs:
 
       - name: Set up Python
         if: startsWith(github.ref, 'refs/tags/')
-        uses: actions/setup-python@v6
+        uses: actions/setup-python@v7
         with:
           python-version: "3.9 - 3.14"
           update-environment: true
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 51664161..0a3c058b 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -54,7 +54,7 @@ jobs:
           fetch-depth: 0
 
       - name: Set up Python 3.13
-        uses: actions/setup-python@v6
+        uses: actions/setup-python@v7
         with:
           python-version: "3.13"
           update-environment: true
diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index 3a96f3b5..e431cd65 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -53,6 +53,8 @@ env:
   COLUMNS: "100"
   FORCE_COLOR: "1"
   CLICOLOR_FORCE: "1"
+  XDG_CACHE_HOME: "${{ github.workspace }}/.cache"
+  PIP_CACHE_DIR: "${{ github.workspace }}/.cache/pip"
   PIP_RETRIES: "10"
   PIP_TIMEOUT: "120"
   PIP_EXTRA_INDEX_URL: "https://download.pytorch.org/whl/cpu"
@@ -87,7 +89,7 @@ jobs:
           fetch-depth: 0
 
       - name: Set up Python
-        uses: actions/setup-python@v6
+        uses: actions/setup-python@v7
         with:
           python-version: ${{ matrix.python-version }}
           update-environment: true
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 8b71a631..b32d8f23 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -44,6 +44,7 @@ repos:
         args: [--fix, --exit-non-zero-on-fix]
       - id: ruff-format
         args: [--exit-non-zero-on-format]
+        types_or: [python, pyi, jupyter, markdown]
   - repo: https://github.com/codespell-project/codespell
     rev: v2.4.3
     hooks: