diff --git a/.github/workflows/build-conda-linux.yml b/.github/workflows/build-conda-linux.yml
index 87dc12a010..613ef746c0 100644
--- a/.github/workflows/build-conda-linux.yml
+++ b/.github/workflows/build-conda-linux.yml
@@ -15,12 +15,12 @@ on:
 
 jobs:
   generate-matrix:
-    uses: pytorch/test-infra/.github/workflows/generate_binary_build_matrix.yml@main
+    uses: pytorch/test-infra/.github/workflows/generate_binary_build_matrix.yml@release/2.2
     with:
       package-type: conda
       os: linux
       test-infra-repository: pytorch/test-infra
-      test-infra-ref: main
+      test-infra-ref: release/2.2
       with-cuda: disable
   build:
     needs: generate-matrix
@@ -35,13 +35,13 @@ jobs:
             smoke-test-script: test/smoke_tests/smoke_tests.py
             package-name: torchtext
     name: ${{ matrix.repository }}
-    uses: pytorch/test-infra/.github/workflows/build_conda_linux.yml@main
+    uses: pytorch/test-infra/.github/workflows/build_conda_linux.yml@release/2.2
     with:
       conda-package-directory: ${{ matrix.conda-package-directory }}
       repository: ${{ matrix.repository }}
       ref: ""
       test-infra-repository: pytorch/test-infra
-      test-infra-ref: main
+      test-infra-ref: release/2.2
       build-matrix: ${{ needs.generate-matrix.outputs.matrix }}
       pre-script: ${{ matrix.pre-script }}
       post-script: ${{ matrix.post-script }}
diff --git a/.github/workflows/build-conda-m1.yml b/.github/workflows/build-conda-m1.yml
index b59b27c7fa..fe7d8b6a58 100644
--- a/.github/workflows/build-conda-m1.yml
+++ b/.github/workflows/build-conda-m1.yml
@@ -15,12 +15,12 @@ on:
 
 jobs:
   generate-matrix:
-    uses: pytorch/test-infra/.github/workflows/generate_binary_build_matrix.yml@main
+    uses: pytorch/test-infra/.github/workflows/generate_binary_build_matrix.yml@release/2.2
     with:
       package-type: conda
       os: macos-arm64
       test-infra-repository: pytorch/test-infra
-      test-infra-ref: main
+      test-infra-ref: release/2.2
   build:
     needs: generate-matrix
     strategy:
@@ -34,13 +34,13 @@ jobs:
             smoke-test-script: test/smoke_tests/smoke_tests.py
             package-name: torchtext
     name: ${{ matrix.repository }}
-    uses: pytorch/test-infra/.github/workflows/build_conda_macos.yml@main
+    uses: pytorch/test-infra/.github/workflows/build_conda_macos.yml@release/2.2
     with:
       conda-package-directory: ${{ matrix.conda-package-directory }}
       repository: ${{ matrix.repository }}
       ref: ""
       test-infra-repository: pytorch/test-infra
-      test-infra-ref: main
+      test-infra-ref: release/2.2
       build-matrix: ${{ needs.generate-matrix.outputs.matrix }}
       pre-script: ${{ matrix.pre-script }}
       post-script: ${{ matrix.post-script }}
diff --git a/.github/workflows/build-conda-windows.yml b/.github/workflows/build-conda-windows.yml
index db1037574a..fed0bc1896 100644
--- a/.github/workflows/build-conda-windows.yml
+++ b/.github/workflows/build-conda-windows.yml
@@ -15,12 +15,12 @@ on:
 
 jobs:
   generate-matrix:
-    uses: pytorch/test-infra/.github/workflows/generate_binary_build_matrix.yml@main
+    uses: pytorch/test-infra/.github/workflows/generate_binary_build_matrix.yml@release/2.2
     with:
       package-type: conda
       os: windows
       test-infra-repository: pytorch/test-infra
-      test-infra-ref: main
+      test-infra-ref: release/2.2
       with-cuda: disable
   build:
     needs: generate-matrix
@@ -35,13 +35,13 @@ jobs:
             smoke-test-script: test/smoke_tests/smoke_tests.py
             package-name: torchtext
     name: ${{ matrix.repository }}
-    uses: pytorch/test-infra/.github/workflows/build_conda_windows.yml@main
+    uses: pytorch/test-infra/.github/workflows/build_conda_windows.yml@release/2.2
     with:
       conda-package-directory: ${{ matrix.conda-package-directory }}
       repository: ${{ matrix.repository }}
       ref: ""
       test-infra-repository: pytorch/test-infra
-      test-infra-ref: main
+      test-infra-ref: release/2.2
       build-matrix: ${{ needs.generate-matrix.outputs.matrix }}
       pre-script: ${{ matrix.pre-script }}
       post-script: ${{ matrix.post-script }}
diff --git a/.github/workflows/build-docs.yml b/.github/workflows/build-docs.yml
index c7a82d0aca..840e20a17b 100644
--- a/.github/workflows/build-docs.yml
+++ b/.github/workflows/build-docs.yml
@@ -14,7 +14,7 @@ on:
 
 jobs:
   build:
-    uses: pytorch/test-infra/.github/workflows/linux_job.yml@main
+    uses: pytorch/test-infra/.github/workflows/linux_job.yml@release/2.2
     with:
       job-name: Build doc
       runner: linux.2xlarge
diff --git a/.github/workflows/build-wheels-linux.yml b/.github/workflows/build-wheels-linux.yml
index 2daa0be5de..dcad9d50be 100644
--- a/.github/workflows/build-wheels-linux.yml
+++ b/.github/workflows/build-wheels-linux.yml
@@ -19,12 +19,12 @@ permissions:
 
 jobs:
   generate-matrix:
-    uses: pytorch/test-infra/.github/workflows/generate_binary_build_matrix.yml@main
+    uses: pytorch/test-infra/.github/workflows/generate_binary_build_matrix.yml@release/2.2
     with:
       package-type: wheel
       os: linux
       test-infra-repository: pytorch/test-infra
-      test-infra-ref: main
+      test-infra-ref: release/2.2
       with-cuda: disable
       with-rocm: disable
   build:
@@ -39,12 +39,12 @@ jobs:
             smoke-test-script: test/smoke_tests/smoke_tests.py
             package-name: torchtext
     name: ${{ matrix.repository }}
-    uses: pytorch/test-infra/.github/workflows/build_wheels_linux.yml@main
+    uses: pytorch/test-infra/.github/workflows/build_wheels_linux.yml@release/2.2
     with:
       repository: ${{ matrix.repository }}
       ref: ""
       test-infra-repository: pytorch/test-infra
-      test-infra-ref: main
+      test-infra-ref: release/2.2
       build-matrix: ${{ needs.generate-matrix.outputs.matrix }}
       pre-script: ${{ matrix.pre-script }}
       post-script: ${{ matrix.post-script }}
diff --git a/.github/workflows/build-wheels-m1.yml b/.github/workflows/build-wheels-m1.yml
index 49fbdd3a94..f68288b0af 100644
--- a/.github/workflows/build-wheels-m1.yml
+++ b/.github/workflows/build-wheels-m1.yml
@@ -19,12 +19,12 @@ permissions:
 
 jobs:
   generate-matrix:
-    uses: pytorch/test-infra/.github/workflows/generate_binary_build_matrix.yml@main
+    uses: pytorch/test-infra/.github/workflows/generate_binary_build_matrix.yml@release/2.2
     with:
       package-type: wheel
       os: macos-arm64
       test-infra-repository: pytorch/test-infra
-      test-infra-ref: main
+      test-infra-ref: release/2.2
   build:
     needs: generate-matrix
     strategy:
@@ -37,12 +37,12 @@ jobs:
             package-name: torchtext
             smoke-test-script: test/smoke_tests/smoke_tests.py
     name: ${{ matrix.repository }}
-    uses: pytorch/test-infra/.github/workflows/build_wheels_macos.yml@main
+    uses: pytorch/test-infra/.github/workflows/build_wheels_macos.yml@release/2.2
     with:
       repository: ${{ matrix.repository }}
       ref: ""
       test-infra-repository: pytorch/test-infra
-      test-infra-ref: main
+      test-infra-ref: release/2.2
       build-matrix: ${{ needs.generate-matrix.outputs.matrix }}
       pre-script: ${{ matrix.pre-script }}
       post-script: ${{ matrix.post-script }}
diff --git a/.github/workflows/build-wheels-macos.yml b/.github/workflows/build-wheels-macos.yml
new file mode 100644
index 0000000000..a340ee8e74
--- /dev/null
+++ b/.github/workflows/build-wheels-macos.yml
@@ -0,0 +1,53 @@
+name: Build Macos Wheels
+
+on:
+  pull_request:
+  push:
+    branches:
+      - nightly
+      - main
+      - release/*
+    tags:
+      # NOTE: Binary build pipelines should only get triggered on release candidate builds
+      # Release candidate tags look like: v1.11.0-rc1
+      - v[0-9]+.[0-9]+.[0-9]+-rc[0-9]+
+  workflow_dispatch:
+
+jobs:
+  generate-matrix:
+    uses: pytorch/test-infra/.github/workflows/generate_binary_build_matrix.yml@release/2.2
+    with:
+      package-type: wheel
+      os: macos
+      test-infra-repository: pytorch/test-infra
+      test-infra-ref: release/2.2
+  build:
+    needs: generate-matrix
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - repository: pytorch/text
+            pre-script: packaging/install_torchdata.sh
+            post-script: ""
+            package-name: torchtext
+            smoke-test-script: test/smoke_tests/smoke_tests.py
+    name: ${{ matrix.repository }}
+    uses: pytorch/test-infra/.github/workflows/build_wheels_macos.yml@release/2.2
+    with:
+      repository: ${{ matrix.repository }}
+      ref: ""
+      test-infra-repository: pytorch/test-infra
+      test-infra-ref: release/2.2
+      build-matrix: ${{ needs.generate-matrix.outputs.matrix }}
+      pre-script: ${{ matrix.pre-script }}
+      post-script: ${{ matrix.post-script }}
+      package-name: ${{ matrix.package-name }}
+      smoke-test-script: ${{ matrix.smoke-test-script }}
+      runner-type: macos-12
+      # Using "development" as trigger event so these binaries are not uploaded
+      # to official channels yet
+      trigger-event: ${{ github.event_name }}
+    secrets:
+      AWS_PYTORCH_UPLOADER_ACCESS_KEY_ID: ${{ secrets.AWS_PYTORCH_UPLOADER_ACCESS_KEY_ID }}
+      AWS_PYTORCH_UPLOADER_SECRET_ACCESS_KEY: ${{ secrets.AWS_PYTORCH_UPLOADER_SECRET_ACCESS_KEY }}
diff --git a/.github/workflows/build-wheels-windows.yml b/.github/workflows/build-wheels-windows.yml
index 9dce4179d6..dbb24314bd 100644
--- a/.github/workflows/build-wheels-windows.yml
+++ b/.github/workflows/build-wheels-windows.yml
@@ -19,12 +19,12 @@ permissions:
 
 jobs:
   generate-matrix:
-    uses: pytorch/test-infra/.github/workflows/generate_binary_build_matrix.yml@main
+    uses: pytorch/test-infra/.github/workflows/generate_binary_build_matrix.yml@release/2.2
     with:
       package-type: wheel
       os: windows
       test-infra-repository: pytorch/test-infra
-      test-infra-ref: main
+      test-infra-ref: release/2.2
       with-cuda: disable
   build:
     needs: generate-matrix
@@ -39,12 +39,12 @@ jobs:
             smoke-test-script: test/smoke_tests/smoke_tests.py
             package-name: torchtext
     name: ${{ matrix.repository }}
-    uses: pytorch/test-infra/.github/workflows/build_wheels_windows.yml@main
+    uses: pytorch/test-infra/.github/workflows/build_wheels_windows.yml@release/2.2
     with:
       repository: ${{ matrix.repository }}
       ref: ""
       test-infra-repository: pytorch/test-infra
-      test-infra-ref: main
+      test-infra-ref: release/2.2
       build-matrix: ${{ needs.generate-matrix.outputs.matrix }}
       pre-script: ${{ matrix.pre-script }}
       env-script: ${{ matrix.env-script }}
diff --git a/.github/workflows/integration-test.yml b/.github/workflows/integration-test.yml
index 98824c2d74..e9a3816f50 100644
--- a/.github/workflows/integration-test.yml
+++ b/.github/workflows/integration-test.yml
@@ -12,7 +12,7 @@ jobs:
       matrix:
         python_version: ["3.8"]
       fail-fast: false
-    uses: pytorch/test-infra/.github/workflows/linux_job.yml@main
+    uses: pytorch/test-infra/.github/workflows/linux_job.yml@release/2.2
     with:
       runner: linux.12xlarge
       repository: pytorch/text
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 6ea3ef86a8..3caf19d67c 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -11,7 +11,7 @@ on:
 
 jobs:
   python-source-and-configs:
-    uses: pytorch/test-infra/.github/workflows/linux_job.yml@main
+    uses: pytorch/test-infra/.github/workflows/linux_job.yml@release/2.2
     with:
       repository: pytorch/text
       script: |
@@ -41,7 +41,7 @@ jobs:
         echo '::endgroup::'
 
   c-source:
-    uses: pytorch/test-infra/.github/workflows/linux_job.yml@main
+    uses: pytorch/test-infra/.github/workflows/linux_job.yml@release/2.2
     with:
       repository: pytorch/text
       script: |
diff --git a/.github/workflows/test-linux-cpu.yml b/.github/workflows/test-linux-cpu.yml
index 518f5f4383..5ef752324a 100644
--- a/.github/workflows/test-linux-cpu.yml
+++ b/.github/workflows/test-linux-cpu.yml
@@ -18,7 +18,7 @@ jobs:
       matrix:
         python_version: ["3.8", "3.9", "3.10"]
       fail-fast: false
-    uses: pytorch/test-infra/.github/workflows/linux_job.yml@main
+    uses: pytorch/test-infra/.github/workflows/linux_job.yml@release/2.2
     with:
       runner: linux.12xlarge
       repository: pytorch/text
diff --git a/.github/workflows/test-linux-gpu.yml b/.github/workflows/test-linux-gpu.yml
index 1bc124c47e..40e25dbc0f 100644
--- a/.github/workflows/test-linux-gpu.yml
+++ b/.github/workflows/test-linux-gpu.yml
@@ -19,7 +19,7 @@ jobs:
         python_version: ["3.8"]
         cuda_arch_version: ["11.7"]
       fail-fast: false
-    uses: pytorch/test-infra/.github/workflows/linux_job.yml@main
+    uses: pytorch/test-infra/.github/workflows/linux_job.yml@release/2.2
     with:
       runner: linux.g5.4xlarge.nvidia.gpu
       repository: pytorch/text
diff --git a/.github/workflows/test-macos-cpu.yml b/.github/workflows/test-macos-cpu.yml
index 774595bef9..fdec5f5d20 100644
--- a/.github/workflows/test-macos-cpu.yml
+++ b/.github/workflows/test-macos-cpu.yml
@@ -18,7 +18,7 @@ jobs:
       matrix:
         python_version: ["3.8", "3.9", "3.10"]
       fail-fast: false
-    uses: pytorch/test-infra/.github/workflows/macos_job.yml@main
+    uses: pytorch/test-infra/.github/workflows/macos_job.yml@release/2.2
     with:
       runner: macos-12
       repository: pytorch/text
diff --git a/.github/workflows/test-windows-cpu.yml b/.github/workflows/test-windows-cpu.yml
index 1915ddd91c..6ecfc79415 100644
--- a/.github/workflows/test-windows-cpu.yml
+++ b/.github/workflows/test-windows-cpu.yml
@@ -18,7 +18,7 @@ jobs:
       matrix:
         python_version: ["3.8", "3.9", "3.10"]
       fail-fast: false
-    uses: pytorch/test-infra/.github/workflows/windows_job.yml@main
+    uses: pytorch/test-infra/.github/workflows/windows_job.yml@release/2.2
     with:
       runner: windows.4xlarge
       repository: pytorch/text
diff --git a/.github/workflows/validate-binaries.yml b/.github/workflows/validate-binaries.yml
index 6bebfd3fcb..5c33e65a44 100644
--- a/.github/workflows/validate-binaries.yml
+++ b/.github/workflows/validate-binaries.yml
@@ -45,7 +45,7 @@ on:
         type: string
 jobs:
   validate-binaries:
-    uses: pytorch/test-infra/.github/workflows/validate-domain-library.yml@main
+    uses: pytorch/test-infra/.github/workflows/validate-domain-library.yml@release/2.2
     with:
       package_type: "conda,wheel"
       os: ${{ inputs.os }}
diff --git a/version.txt b/version.txt
index a2640ee447..c5523bd09b 100644
--- a/version.txt
+++ b/version.txt
@@ -1 +1 @@
-0.17.0a0
+0.17.0