diff --git a/.github/workflows/docs.yaml b/.github/workflows/docs.yaml
index 0829246e0..8a16f97d0 100644
--- a/.github/workflows/docs.yaml
+++ b/.github/workflows/docs.yaml
@@ -15,28 +15,30 @@ defaults:
 
 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/2.9
     with:
       package-type: wheel
       os: linux
+      channel: test
       test-infra-repository: pytorch/test-infra
-      test-infra-ref: main
+      test-infra-ref: release/2.9
       with-cpu: disable
       with-xpu: disable
       with-rocm: disable
       with-cuda: enable
       build-python-only: "disable"
+      python-versions: '["3.10", "3.11", "3.12", "3.13"]'
   build:
     needs: generate-matrix
     strategy:
       fail-fast: false
     name: Build and Upload wheel
-    uses: pytorch/test-infra/.github/workflows/build_wheels_linux.yml@main
+    uses: pytorch/test-infra/.github/workflows/build_wheels_linux.yml@release/2.9
     with:
       repository: meta-pytorch/torchcodec
       ref: ""
       test-infra-repository: pytorch/test-infra
-      test-infra-ref: main
+      test-infra-ref: release/2.9
       build-matrix: ${{ needs.generate-matrix.outputs.matrix }}
       pre-script: packaging/pre_build_script.sh
       post-script: packaging/post_build_script.sh
@@ -52,7 +54,7 @@ jobs:
       fail-fast: false
       matrix:
           # 3.10 corresponds to the minimum python version for which we build
-          # the wheel unless the label cliflow/binaries/all is present in the
+          # the wheel unless the label ciflow/binaries/all is present in the
           # PR.
         python-version: ['3.10']
         cuda-version: ['12.6']
@@ -73,7 +75,7 @@ jobs:
           name: meta-pytorch_torchcodec__${{ matrix.python-version }}_cu${{ env.cuda_version_without_periods }}_x86_64
           path: pytorch/torchcodec/dist/
       - name: Setup miniconda using test-infra
-        uses: pytorch/test-infra/.github/actions/setup-miniconda@main
+        uses: pytorch/test-infra/.github/actions/setup-miniconda@release/2.9
         with:
           python-version: ${{ matrix.python-version }}
           # We install conda packages at the start because otherwise conda may have conflicts with dependencies.
@@ -91,7 +93,7 @@ jobs:
         run: ${CONDA_RUN} python -m pip install --upgrade pip
       - name: Install PyTorch
         run: |
-          ${CONDA_RUN} python -m pip install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cu${{ env.cuda_version_without_periods }}
+          ${CONDA_RUN} python -m pip install torch torchvision --index-url https://download.pytorch.org/whl/test/cu${{ env.cuda_version_without_periods }}
           ${CONDA_RUN} python -c 'import torch; print(f"{torch.__version__}"); print(f"{torch.__file__}"); print(f"{torch.cuda.is_available()=}")'
       - name: Install torchcodec from the wheel
         run: |
diff --git a/.github/workflows/linux_cuda_wheel.yaml b/.github/workflows/linux_cuda_wheel.yaml
index f1801c0f6..bbae4412b 100644
--- a/.github/workflows/linux_cuda_wheel.yaml
+++ b/.github/workflows/linux_cuda_wheel.yaml
@@ -25,28 +25,30 @@ defaults:
 
 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/2.9
     with:
       package-type: wheel
       os: linux
+      channel: test
       test-infra-repository: pytorch/test-infra
-      test-infra-ref: main
+      test-infra-ref: release/2.9
       with-cpu: disable
       with-xpu: disable
       with-rocm: disable
       with-cuda: enable
       build-python-only: "disable"
+      python-versions: '["3.10", "3.11", "3.12", "3.13"]'
   build:
     needs: generate-matrix
     strategy:
       fail-fast: false
     name: Build and Upload wheel
-    uses: pytorch/test-infra/.github/workflows/build_wheels_linux.yml@main
+    uses: pytorch/test-infra/.github/workflows/build_wheels_linux.yml@release/2.9
     with:
       repository: meta-pytorch/torchcodec
       ref: ""
       test-infra-repository: pytorch/test-infra
-      test-infra-ref: main
+      test-infra-ref: release/2.9
       build-matrix: ${{ needs.generate-matrix.outputs.matrix }}
       pre-script: packaging/pre_build_script.sh
       post-script: packaging/post_build_script.sh
@@ -62,16 +64,12 @@ jobs:
       fail-fast: false
       matrix:
           # 3.10 corresponds to the minimum python version for which we build
-          # the wheel unless the label cliflow/binaries/all is present in the
+          # the wheel unless the label ciflow/binaries/all is present in the
           # PR.
-          # For the actual release we should add that label and change this to
-          # include more python versions.
-        python-version: ['3.10']
-        # We test against 12.6 and 13.0 to avoid having too big of a CI matrix,
-        # but for releases we should add 12.8.
-        cuda-version: ['12.6', '13.0']
+        python-version: ['3.10', '3.11', '3.12', '3.13']
+        cuda-version: ['12.6', '12.8', '13.0']
         # TODO: put back ffmpeg 5 https://github.com/pytorch/torchcodec/issues/325
-        ffmpeg-version-for-tests: ['4.4.2', '6', '7']
+        ffmpeg-version-for-tests: ['4.4.2', '5', '6', '7']
 
     container:
       image: "pytorch/manylinux2_28-builder:cuda${{ matrix.cuda-version }}"
@@ -89,7 +87,7 @@ jobs:
           name: meta-pytorch_torchcodec__${{ matrix.python-version }}_cu${{ env.cuda_version_without_periods }}_x86_64
           path: pytorch/torchcodec/dist/
       - name: Setup miniconda using test-infra
-        uses: pytorch/test-infra/.github/actions/setup-miniconda@main
+        uses: pytorch/test-infra/.github/actions/setup-miniconda@release/2.9
         with:
           python-version: ${{ matrix.python-version }}
           # We install conda packages at the start because otherwise conda may have conflicts with dependencies.
@@ -108,7 +106,7 @@ jobs:
         run: ${CONDA_RUN} python -m pip install --upgrade pip
       - name: Install PyTorch
         run: |
-          ${CONDA_RUN} python -m pip install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cu${{ env.cuda_version_without_periods }}
+          ${CONDA_RUN} python -m pip install torch torchvision --index-url https://download.pytorch.org/whl/test/cu${{ env.cuda_version_without_periods }}
           ${CONDA_RUN} python -c 'import torch; print(f"{torch.__version__}"); print(f"{torch.__file__}"); print(f"{torch.cuda.is_available()=}")'
       - name: Install torchcodec from the wheel
         run: |
diff --git a/.github/workflows/linux_wheel.yaml b/.github/workflows/linux_wheel.yaml
index 020068269..da8a794ca 100644
--- a/.github/workflows/linux_wheel.yaml
+++ b/.github/workflows/linux_wheel.yaml
@@ -26,28 +26,30 @@ defaults:
 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/2.9
     with:
       package-type: wheel
       os: linux
+      channel: test
       test-infra-repository: pytorch/test-infra
-      test-infra-ref: main
+      test-infra-ref: release/2.9
       with-xpu: disable
       with-rocm: disable
       with-cuda: disable
       build-python-only: "disable"
+      python-versions: '["3.10", "3.11", "3.12", "3.13"]'
 
   build:
     needs: generate-matrix
     strategy:
       fail-fast: false
     name: Build and Upload Linux wheel
-    uses: pytorch/test-infra/.github/workflows/build_wheels_linux.yml@main
+    uses: pytorch/test-infra/.github/workflows/build_wheels_linux.yml@release/2.9
     with:
       repository: meta-pytorch/torchcodec
       ref: ""
       test-infra-repository: pytorch/test-infra
-      test-infra-ref: main
+      test-infra-ref: release/2.9
       build-matrix: ${{ needs.generate-matrix.outputs.matrix }}
       pre-script: packaging/pre_build_script.sh
       post-script: packaging/post_build_script.sh
@@ -62,7 +64,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ['3.10']
+        python-version: ['3.10', '3.11', '3.12', '3.13']
         ffmpeg-version-for-tests: ['4.4.2', '5.1.2', '6.1.1', '7.0.1']
     needs: build
     steps:
@@ -81,7 +83,7 @@ jobs:
         run: python -m pip install --upgrade pip
       - name: Install PyTorch
         run: |
-          python -m pip install --pre torch --index-url https://download.pytorch.org/whl/nightly/cpu
+          python -m pip install torch --index-url https://download.pytorch.org/whl/test/cpu
       - name: Install torchcodec from the wheel
         run: |
           wheel_path=`find pytorch/torchcodec/dist -type f -name "*.whl"`
diff --git a/.github/workflows/macos_wheel.yaml b/.github/workflows/macos_wheel.yaml
index 8392aec99..6871c8b7b 100644
--- a/.github/workflows/macos_wheel.yaml
+++ b/.github/workflows/macos_wheel.yaml
@@ -26,28 +26,30 @@ defaults:
 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/2.9
     with:
       package-type: wheel
       os: macos-arm64
+      channel: test
       test-infra-repository: pytorch/test-infra
-      test-infra-ref: main
+      test-infra-ref: release/2.9
       with-xpu: disable
       with-rocm: disable
       with-cuda: disable
       build-python-only: "disable"
+      python-versions: '["3.10", "3.11", "3.12", "3.13"]'
 
   build:
     needs: generate-matrix
     strategy:
       fail-fast: false
     name: Build and Upload Mac wheel
-    uses: pytorch/test-infra/.github/workflows/build_wheels_macos.yml@main
+    uses: pytorch/test-infra/.github/workflows/build_wheels_macos.yml@release/2.9
     with:
       repository: meta-pytorch/torchcodec
       ref: ""
       test-infra-repository: pytorch/test-infra
-      test-infra-ref: main
+      test-infra-ref: release/2.9
       build-matrix: ${{ needs.generate-matrix.outputs.matrix }}
       pre-script: packaging/pre_build_script.sh
       post-script: packaging/post_build_script.sh
@@ -64,7 +66,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ['3.10']
+        python-version: ['3.10', '3.11', '3.12', '3.13']
         ffmpeg-version-for-tests: ['4.4.2', '5.1.2', '6.1.1', '7.0.1']
     needs: build
     steps:
@@ -86,7 +88,7 @@ jobs:
 
       - name: Install PyTorch
         run: |
-          python -m pip install --pre torch --index-url https://download.pytorch.org/whl/nightly/cpu
+          python -m pip install torch --index-url https://download.pytorch.org/whl/test/cpu
 
       - name: Install torchcodec from the wheel
         run: |
diff --git a/.github/workflows/windows_wheel.yaml b/.github/workflows/windows_wheel.yaml
index b5b3fc4ac..fdd4c47e5 100644
--- a/.github/workflows/windows_wheel.yaml
+++ b/.github/workflows/windows_wheel.yaml
@@ -26,12 +26,13 @@ defaults:
 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/2.9
     with:
       package-type: wheel
       os: windows
+      channel: test
       test-infra-repository: pytorch/test-infra
-      test-infra-ref: main
+      test-infra-ref: release/2.9
       with-xpu: disable
       with-rocm: disable
       with-cuda: disable
@@ -44,12 +45,12 @@ jobs:
     strategy:
       fail-fast: false
     name: Build and Upload Windows wheel
-    uses: pytorch/test-infra/.github/workflows/build_wheels_windows.yml@main
+    uses: pytorch/test-infra/.github/workflows/build_wheels_windows.yml@release/2.9
     with:
       repository: meta-pytorch/torchcodec
       ref: ""
       test-infra-repository: pytorch/test-infra
-      test-infra-ref: main
+      test-infra-ref: release/2.9
       build-matrix: ${{ needs.generate-matrix.outputs.matrix }}
       pre-script: packaging/pre_build_script.sh
       # post-script: packaging/post_build_script.sh  TODO: consider enabling post-build checks for Windows
@@ -67,11 +68,11 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ['3.10']
+        python-version: ['3.10', '3.11', '3.12', '3.13']
         # TODO: FFmpeg 5 on Windows segfaults in avcodec_open2() when passing
         # bad parameters.
         # See https://github.com/pytorch/torchcodec/pull/806
-        ffmpeg-version-for-tests: ['4.4.2', '6.1.1', '7.0.1']
+        ffmpeg-version-for-tests: ['4.4.2', '5.1.2', '6.1.1', '7.0.1']
     needs: build
     steps:
       - uses: actions/download-artifact@v4
@@ -89,7 +90,7 @@ jobs:
         run: python -m pip install --upgrade pip
       - name: Install PyTorch
         run: |
-          python -m pip install --pre torch --index-url https://download.pytorch.org/whl/nightly/cpu
+          python -m pip install torch --index-url https://download.pytorch.org/whl/test/cpu
       - name: Install torchcodec from the wheel
         run: |
           wheel_path=`find pytorch/torchcodec/dist -type f -name "*.whl"`
diff --git a/version.txt b/version.txt
index 93acf06b0..a3df0a695 100644
--- a/version.txt
+++ b/version.txt
@@ -1 +1 @@
-0.7.0a0
+0.8.0