diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index fd5c9bf..1a3a4a0 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -27,7 +27,7 @@ jobs:
       contents: write
     # We intentionally build on ubuntu 20 to compile against
     # an older version of glibc
-    runs-on: ubuntu-20.04
+    runs-on: ubuntu-large
     steps:
       - name: Install libtool-bin
         run: |
@@ -43,7 +43,7 @@ jobs:
           version: "6.1.2"
       - uses: actions/setup-python@v2
         with:
-          python-version: "3.9"
+          python-version: "3.11"
       - run: python -m pip install --upgrade pip numpy
       # Build and upload the archives
       - run: mix deps.get
@@ -51,17 +51,15 @@ jobs:
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           XLA_TARGET: cpu
-          CC: gcc-9
       - run: .github/scripts/compile_and_upload.sh ${{ github.ref_name }}
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           XLA_TARGET: tpu
-          CC: gcc-9
 
   macos:
     name: "x86_64-darwin-cpu"
     needs: [create_draft_release]
-    runs-on: macos-12
+    runs-on: macos-latest-large
     steps:
       - uses: actions/checkout@v3
       - run: brew install elixir
@@ -75,7 +73,7 @@ jobs:
           version: "6.1.2"
       - uses: actions/setup-python@v2
         with:
-          python-version: "3.9"
+          python-version: "3.11"
       - run: python -m pip install --upgrade pip numpy
       # Build and upload the archive
       - run: mix deps.get
@@ -88,7 +86,7 @@ jobs:
   macos_arm:
     name: "aarch64-darwin-cpu (cross-compiled)"
     needs: [create_draft_release]
-    runs-on: macos-12
+    runs-on: macos-13-xlarge
     permissions:
       contents: write
     steps:
@@ -104,7 +102,7 @@ jobs:
           version: "6.1.2"
       - uses: actions/setup-python@v2
         with:
-          python-version: "3.9"
+          python-version: "3.11"
       - run: python -m pip install --upgrade pip numpy
       # Build and upload the archive
       - run: mix deps.get
@@ -125,7 +123,7 @@ jobs:
     permissions:
       contents: write
     needs: [create_draft_release]
-    runs-on: ubuntu-20.04
+    runs-on: ubuntu-large
     strategy:
       fail-fast: false
       matrix:
@@ -134,12 +132,12 @@ jobs:
             xla_target: cuda118
             cuda_version: "11.8.0"
             cudnn_version: "8.6.0"
-            python: "3.9"
+            python: "3.11"
           - container: nvidia/cuda:12.0.0-cudnn8-devel-ubuntu20.04
             xla_target: cuda120
             cuda_version: "12.0.0"
             cudnn_version: "8.8.0"
-            python: "3.9"
+            python: "3.11"
     container: ${{ matrix.container }}
     env:
       # This env is normally set by default, but we need to mirror it into the container
@@ -203,7 +201,7 @@ jobs:
       contents: write
     # We intentionally build on ubuntu 20 to compile against
     # an older version of glibc
-    runs-on: ubuntu-20.04
+    runs-on: ubuntu-large
     steps:
       - name: Install libtool-bin
         run: |
@@ -219,7 +217,7 @@ jobs:
           version: "6.1.2"
       - uses: actions/setup-python@v2
         with:
-          python-version: "3.9"
+          python-version: "3.11"
       - run: python -m pip install --upgrade pip numpy
       # Build and upload the archives
       - run: mix deps.get