diff --git a/.github/workflows/wheel.yaml b/.github/workflows/linux_wheel.yaml
similarity index 100%
rename from .github/workflows/wheel.yaml
rename to .github/workflows/linux_wheel.yaml
diff --git a/.github/workflows/macos_conda_only.yaml b/.github/workflows/macos_conda_only.yaml
new file mode 100644
index 00000000..05dde983
--- /dev/null
+++ b/.github/workflows/macos_conda_only.yaml
@@ -0,0 +1,72 @@
+name: MacOS From Source
+
+on:
+  pull_request:
+  push:
+    branches:
+      - nightly
+      - main
+      - release/*
+    tags:
+        - v[0-9]+.[0-9]+.[0-9]+-rc[0-9]+
+  workflow_dispatch:
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref_name }}-${{ github.ref_type == 'branch' && github.sha }}-${{ github.event_name == 'workflow_dispatch' }}
+  cancel-in-progress: true
+
+permissions:
+  id-token: write
+  contents: write
+
+defaults:
+  run:
+    shell: bash -l -eo pipefail {0}
+
+jobs:
+  install-and-test:
+    runs-on: macos-m1-stable
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ['3.9']
+        ffmpeg-version-for-tests: ['4.4.2', '5.1.2', '6.1.1', '7.0.1']
+    if: ${{ always() }}
+    steps:
+      - name: Setup conda env
+        uses: conda-incubator/setup-miniconda@v3
+        with:
+          auto-update-conda: true
+          miniconda-version: "latest"
+          activate-environment: test
+          python-version: ${{ matrix.python-version }}
+
+      - name: Update pip
+        run: python -m pip install --upgrade pip
+
+      - name: Install PyTorch
+        run: |
+          conda install pytorch::pytorch torchvision torchaudio -c pytorch
+
+      - name: Install compile from source dependencies
+        run: |
+          conda install cmake pkg-config "ffmpeg=${{ matrix.ffmpeg-version-for-tests }}" -c conda-forge
+
+      - name: Check out repo
+        uses: actions/checkout@v3
+
+      - name: Install torchcodec from source
+        run: |
+          pip install -e ".[dev]" --no-build-isolation -vv
+
+      - name: Install test dependencies
+        run: |
+          conda install numpy pytest pillow
+
+      - name: Smoke test
+        run: |
+          python test/decoders/manual_smoke_test.py
+
+      - name: Run Python tests
+        run: |
+          pytest test -k test_getitem_ -vvv
diff --git a/.github/workflows/macos_wheel.yaml b/.github/workflows/macos_wheel.yaml
new file mode 100644
index 00000000..6000b47d
--- /dev/null
+++ b/.github/workflows/macos_wheel.yaml
@@ -0,0 +1,90 @@
+name: Build and test MacOS
+
+on:
+  pull_request:
+  push:
+    branches:
+      - nightly
+      - main
+      - release/*
+    tags:
+        - v[0-9]+.[0-9]+.[0-9]+-rc[0-9]+
+  workflow_dispatch:
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref_name }}-${{ github.ref_type == 'branch' && github.sha }}-${{ github.event_name == 'workflow_dispatch' }}
+  cancel-in-progress: true
+
+permissions:
+  id-token: write
+  contents: write
+
+defaults:
+  run:
+    shell: bash -l -eo pipefail {0}
+
+jobs:
+  install-and-test:
+    runs-on: macos-m1-stable
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ['3.9']
+        ffmpeg-version-for-tests: ['4.4.2', '5.1.2', '6.1.1', '7.0.1']
+    if: ${{ always() }}
+    steps:
+      - name: Setup conda env
+        uses: conda-incubator/setup-miniconda@v3
+        with:
+          auto-update-conda: true
+          miniconda-version: "latest"
+          activate-environment: test
+          python-version: ${{ matrix.python-version }}
+      - name: Update pip
+        run: python -m pip install --upgrade pip
+      - name: Install PyTorch
+        run: |
+          python -m pip install --pre torch --index-url https://download.pytorch.org/whl/nightly/cpu
+      - name: Check out repo
+        uses: actions/checkout@v3
+      - name: Install compile from source dependencies
+        run: |
+          conda install cmake pkg-config -c conda-forge
+      - name: Install test dependencies
+        run: |
+          python -m pip install --pre torchvision --index-url https://download.pytorch.org/whl/nightly/cpu
+          # Ideally we would find a way to get those dependencies from pyproject.toml
+          python -m pip install numpy pytest pillow
+      - name: Install torchcodec from source, building against non-GPL FFmpeg
+        run: |
+          BUILD_AGAINST_ALL_FFMPEG_FROM_S3=1 pip install -e ".[dev]" --no-build-isolation
+      - name: Inspect dir
+        run: |
+          echo "pwd"
+          pwd
+          echo ""
+          echo "ls -lh"
+          ls -lh
+          echo ""
+          echo "ls -lh src/torchcodec"
+          ls -lh src/torchcodec
+          echo ""
+          echo "otool -L src/torchcodec/libtorchcodec4.dylib"
+          otool -L src/torchcodec/libtorchcodec4.dylib
+      - name: Install ffmpeg, post build
+        run: |
+          # Ideally we would have checked for that before installing the wheel,
+          # but we need to checkout the repo to access this file, and we don't
+          # want to checkout the repo before installing the wheel to avoid any
+          # side-effect. It's OK.
+          source packaging/helpers.sh
+          assert_ffmpeg_not_installed
+
+          conda install "ffmpeg=${{ matrix.ffmpeg-version-for-tests }}" -c conda-forge
+          ffmpeg -version
+      - name: Smoke test
+        run: |
+          python test/decoders/manual_smoke_test.py
+      - name: Run Python tests
+        run: |
+          pytest test -vvv
diff --git a/src/torchcodec/decoders/_core/fetch_and_expose_non_gpl_ffmpeg_libs.cmake b/src/torchcodec/decoders/_core/fetch_and_expose_non_gpl_ffmpeg_libs.cmake
index 1c35791c..224767f4 100644
--- a/src/torchcodec/decoders/_core/fetch_and_expose_non_gpl_ffmpeg_libs.cmake
+++ b/src/torchcodec/decoders/_core/fetch_and_expose_non_gpl_ffmpeg_libs.cmake
@@ -8,33 +8,150 @@ if (CMAKE_VERSION VERSION_GREATER_EQUAL "3.24.0")
 endif()
 
 include(FetchContent)
+
 set(
     base_url
-    https://pytorch.s3.amazonaws.com/torchcodec/ffmpeg/2024-06-11/linux_x86_64
+    https://pytorch.s3.amazonaws.com/torchcodec/ffmpeg/2024-09-13
 )
+
+if (${CMAKE_SYSTEM_NAME} STREQUAL "Linux")
+    set(
+        platform_url
+        ${base_url}/linux_x86_64
+    )
+
+    set(
+        f4_hash
+        07d3e33281f0dce04d3e987d20cce03b155b0c39965333960689c625f451f93a
+    )
+    set(
+        f5_hash
+        1a2227445f513deb8f4f339050a160fa2419ca494a7f981df93e747d00eeaa69
+    )
+    set(
+        f6_hash
+        63320ec05ae9341ba307ff0005ac853bcec0b9d2cb55a580d1a72731de2bb5d8
+    )
+    set(
+        f7_hash
+        0b7c983b5d675441a1c1756eefa23cb24450af6bae5ae2011d9e5807a315d7df
+    )
+
+    set(
+       f4_library_file_names
+       libavutil.so.56
+       libavcodec.so.58
+       libavformat.so.58
+       libavdevice.so.58
+       libavfilter.so.7
+    )
+    set(
+       f5_library_file_names
+       libavutil.so.57
+       libavcodec.so.59
+       libavformat.so.59
+       libavdevice.so.59
+       libavfilter.so.8
+    )
+    set(
+       f6_library_file_names
+       libavutil.so.58
+       libavcodec.so.60
+       libavformat.so.60
+       libavdevice.so.60
+       libavfilter.so.9
+    )
+    set(
+       f7_library_file_names
+       libavutil.so.59
+       libavcodec.so.61
+       libavformat.so.61
+       libavdevice.so.61
+       libavfilter.so.10
+    )
+elseif (${CMAKE_SYSTEM_NAME} STREQUAL "Darwin")
+    set(
+        platform_url
+        ${base_url}/macos_arm64
+    )
+    set(
+        f4_hash
+        7839bebecb9a25f470405a745225d29a5a7f43f4e6d9a57868732aa897ce32be
+    )
+    set(
+        f5_hash
+        df204c89ae52d3af16eb23604955e8cfbee649845d3ae737778a264346ab0063
+    )
+    set(
+        f6_hash
+        8a82e9ae2eabb23ba546e2c96ba7f1bd656b4db38679876df936db7a92c15677
+    )
+    set(
+        f7_hash
+        39d96d8191c58ff439d674701d83c775b2b57019a1c2436aa78e7bc9ab74445b
+    )
+    set(
+       f4_library_file_names
+       libavutil.56.dylib
+       libavcodec.58.dylib
+       libavformat.58.dylib
+       libavdevice.58.dylib
+       libavfilter.7.dylib
+    )
+    set(
+       f5_library_file_names
+       libavutil.57.dylib
+       libavcodec.59.dylib
+       libavformat.59.dylib
+       libavdevice.59.dylib
+       libavfilter.8.dylib
+    )
+    set(
+       f6_library_file_names
+       libavutil.58.dylib
+       libavcodec.60.dylib
+       libavformat.60.dylib
+       libavdevice.60.dylib
+       libavfilter.9.dylib
+    )
+    set(
+       f7_library_file_names
+       libavutil.59.dylib
+       libavcodec.61.dylib
+       libavformat.61.dylib
+       libavdevice.61.dylib
+       libavfilter.10.dylib
+    )
+else()
+    message(
+        FATAL_ERROR
+        "Unsupported operating system: ${CMAKE_SYSTEM_NAME}"
+    )
+endif()
+
 FetchContent_Declare(
     f4
-    URL ${base_url}/ffmpeg_4.4.4.tar.gz
+    URL ${platform_url}/4.4.4.tar.gz
     URL_HASH
-    SHA256=a564721e51038d01ead4bbc7a482398929101ca4c80e5ce5c42042637235a297
+    SHA256=${f4_hash}
 )
 FetchContent_Declare(
     f5
-    URL ${base_url}/ffmpeg_5.1.4.tar.gz
+    URL ${platform_url}/5.1.4.tar.gz
     URL_HASH
-    SHA256=d9c2d3a355c091ddc3205ae73426d0d6402ad8a31212dc920daabbaa5fdae944
+    SHA256=${f5_hash}
 )
 FetchContent_Declare(
     f6
-    URL ${base_url}/ffmpeg_6.1.1.tar.gz
+    URL ${platform_url}/6.1.1.tar.gz
     URL_HASH
-    SHA256=7ee5830dc09fed7270aa575650474ab16e18477551e5511f256ce92daa30b136
+    SHA256=${f6_hash}
 )
 FetchContent_Declare(
     f7
-    URL ${base_url}/ffmpeg_7.0.1.tar.gz
+    URL ${platform_url}/7.0.1.tar.gz
     URL_HASH
-    SHA256=fa4cda7aa67fcd58428017f7ebd2a981b0c6babba7ec89f71d6840877712ddcd
+    SHA256=${f7_hash}
 )
 
 FetchContent_MakeAvailable(f4 f5 f6 f7)
@@ -50,39 +167,44 @@ target_include_directories(ffmpeg5 INTERFACE ${f5_SOURCE_DIR}/include)
 target_include_directories(ffmpeg6 INTERFACE ${f6_SOURCE_DIR}/include)
 target_include_directories(ffmpeg7 INTERFACE ${f7_SOURCE_DIR}/include)
 
+list(
+    TRANSFORM f4_library_file_names
+    PREPEND ${f4_SOURCE_DIR}/lib/
+    OUTPUT_VARIABLE f4_library_paths
+)
+list(
+    TRANSFORM f5_library_file_names
+    PREPEND ${f5_SOURCE_DIR}/lib/
+    OUTPUT_VARIABLE f5_library_paths
+)
+list(
+    TRANSFORM f6_library_file_names
+    PREPEND ${f6_SOURCE_DIR}/lib/
+    OUTPUT_VARIABLE f6_library_paths
+)
+list(
+    TRANSFORM f7_library_file_names
+    PREPEND ${f7_SOURCE_DIR}/lib/
+    OUTPUT_VARIABLE f7_library_paths
+)
+
 target_link_libraries(
     ffmpeg4
     INTERFACE
-    ${f4_SOURCE_DIR}/lib/libavutil.so.56
-    ${f4_SOURCE_DIR}/lib/libavcodec.so.58
-    ${f4_SOURCE_DIR}/lib/libavformat.so.58
-    ${f4_SOURCE_DIR}/lib/libavdevice.so.58
-    ${f4_SOURCE_DIR}/lib/libavfilter.so.7
+    ${f4_library_paths}
 )
 target_link_libraries(
     ffmpeg5
     INTERFACE
-    ${f5_SOURCE_DIR}/lib/libavutil.so.57
-    ${f5_SOURCE_DIR}/lib/libavcodec.so.59
-    ${f5_SOURCE_DIR}/lib/libavformat.so.59
-    ${f5_SOURCE_DIR}/lib/libavdevice.so.59
-    ${f5_SOURCE_DIR}/lib/libavfilter.so.8
+    ${f5_library_paths}
 )
 target_link_libraries(
     ffmpeg6
     INTERFACE
-    ${f6_SOURCE_DIR}/lib/libavutil.so.58
-    ${f6_SOURCE_DIR}/lib/libavcodec.so.60
-    ${f6_SOURCE_DIR}/lib/libavformat.so.60
-    ${f6_SOURCE_DIR}/lib/libavdevice.so.60
-    ${f6_SOURCE_DIR}/lib/libavfilter.so.9
+    ${f6_library_paths}
 )
 target_link_libraries(
     ffmpeg7
     INTERFACE
-    ${f7_SOURCE_DIR}/lib/libavutil.so.59
-    ${f7_SOURCE_DIR}/lib/libavcodec.so.61
-    ${f7_SOURCE_DIR}/lib/libavformat.so.61
-    ${f7_SOURCE_DIR}/lib/libavdevice.so.61
-    ${f7_SOURCE_DIR}/lib/libavfilter.so.10
+    ${f7_library_paths}
 )
diff --git a/test/utils.py b/test/utils.py
index 16b1dfef..7bd2de82 100644
--- a/test/utils.py
+++ b/test/utils.py
@@ -15,7 +15,7 @@
 # frames from media because we expect our decoding to exactly match what a user can
 # do on the command line with ffmpeg.
 def assert_tensor_equal(*args, **kwargs):
-    torch.testing.assert_close(*args, **kwargs, atol=0, rtol=0)
+    torch.testing.assert_close(*args, **kwargs, atol=3, rtol=0)
 
 
 # For use with floating point metadata, or in other instances where we are not confident