fix arm64 builds (#3355)
* fix syntax for secrets in gha yaml * setup env for uv too * arm64 for base uv too * don't build causal-conv1d or mamba for arm64 and use arm64 wheels * fix dockerfile syntax * fix shell syntax
This commit is contained in:
18
.github/workflows/base.yml
vendored
18
.github/workflows/base.yml
vendored
@@ -21,6 +21,8 @@ jobs:
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timeout-minutes: 480
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timeout-minutes: 480
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# this job needs to be run on self-hosted GPU runners...
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# this job needs to be run on self-hosted GPU runners...
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runs-on: ubuntu-latest-m
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runs-on: ubuntu-latest-m
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env:
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HAS_DOCKERHUB_CREDS: ${{ secrets.DOCKERHUB_USERNAME != '' && secrets.DOCKERHUB_TOKEN != '' }}
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strategy:
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strategy:
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fail-fast: false
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fail-fast: false
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matrix:
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matrix:
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@@ -32,6 +34,7 @@ jobs:
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pytorch: 2.8.0
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pytorch: 2.8.0
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torch_cuda_arch_list: "7.0 7.5 8.0 8.6 8.7 8.9 9.0+PTX"
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torch_cuda_arch_list: "7.0 7.5 8.0 8.6 8.7 8.9 9.0+PTX"
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dockerfile: "Dockerfile-base"
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dockerfile: "Dockerfile-base"
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platforms: "linux/amd64"
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- cuda: "128"
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- cuda: "128"
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cuda_version: 12.8.1
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cuda_version: 12.8.1
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cudnn_version: ""
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cudnn_version: ""
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@@ -39,6 +42,7 @@ jobs:
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pytorch: 2.9.0
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pytorch: 2.9.0
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torch_cuda_arch_list: "7.0 7.5 8.0 8.6 8.7 8.9 9.0+PTX"
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torch_cuda_arch_list: "7.0 7.5 8.0 8.6 8.7 8.9 9.0+PTX"
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dockerfile: "Dockerfile-base"
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dockerfile: "Dockerfile-base"
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platforms: "linux/amd64,linux/arm64"
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- cuda: "128"
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- cuda: "128"
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cuda_version: 12.8.1
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cuda_version: 12.8.1
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cudnn_version: ""
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cudnn_version: ""
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@@ -46,6 +50,7 @@ jobs:
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pytorch: 2.9.1
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pytorch: 2.9.1
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torch_cuda_arch_list: "7.0 7.5 8.0 8.6 8.7 8.9 9.0+PTX"
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torch_cuda_arch_list: "7.0 7.5 8.0 8.6 8.7 8.9 9.0+PTX"
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dockerfile: "Dockerfile-base"
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dockerfile: "Dockerfile-base"
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platforms: "linux/amd64,linux/arm64"
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- cuda: "130"
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- cuda: "130"
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cuda_version: 13.0.0
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cuda_version: 13.0.0
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cudnn_version: ""
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cudnn_version: ""
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@@ -53,6 +58,7 @@ jobs:
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pytorch: 2.9.1
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pytorch: 2.9.1
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torch_cuda_arch_list: "9.0+PTX"
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torch_cuda_arch_list: "9.0+PTX"
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dockerfile: "Dockerfile-base"
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dockerfile: "Dockerfile-base"
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platforms: "linux/amd64,linux/arm64"
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# - cuda: "128"
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# - cuda: "128"
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# cuda_version: 12.8.1
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# cuda_version: 12.8.1
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# cudnn_version: ""
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# cudnn_version: ""
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@@ -79,7 +85,7 @@ jobs:
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axolotlai/axolotl-base
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axolotlai/axolotl-base
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- name: Login to Docker Hub
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- name: Login to Docker Hub
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uses: docker/login-action@v2
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uses: docker/login-action@v2
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if: ${{ github.event_name != 'pull_request' && secrets.DOCKERHUB_USERNAME != '' && secrets.DOCKERHUB_TOKEN != '' }}
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if: ${{ github.event_name != 'pull_request' && env.HAS_DOCKERHUB_CREDS == 'true' }}
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with:
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with:
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username: ${{ secrets.DOCKERHUB_USERNAME }}
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username: ${{ secrets.DOCKERHUB_USERNAME }}
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password: ${{ secrets.DOCKERHUB_TOKEN }}
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password: ${{ secrets.DOCKERHUB_TOKEN }}
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@@ -90,7 +96,7 @@ jobs:
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with:
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with:
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context: .
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context: .
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file: ./docker/${{ matrix.dockerfile }}
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file: ./docker/${{ matrix.dockerfile }}
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platforms: linux/amd64,linux/arm64
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platforms: ${{ matrix.platforms }}
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push: ${{ github.event_name != 'pull_request' }}
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push: ${{ github.event_name != 'pull_request' }}
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tags: ${{ steps.metadata.outputs.tags }}-base-py${{ matrix.python_version }}-cu${{ matrix.cuda }}-${{ matrix.pytorch }}${{ matrix.axolotl_extras != '' && '-' || '' }}${{ matrix.axolotl_extras }}
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tags: ${{ steps.metadata.outputs.tags }}-base-py${{ matrix.python_version }}-cu${{ matrix.cuda }}-${{ matrix.pytorch }}${{ matrix.axolotl_extras != '' && '-' || '' }}${{ matrix.axolotl_extras }}
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labels: ${{ steps.metadata.outputs.labels }}
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labels: ${{ steps.metadata.outputs.labels }}
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@@ -105,6 +111,8 @@ jobs:
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if: ${{ github.repository_owner == 'axolotl-ai-cloud' && (github.event_name != 'pull_request' || !github.event.pull_request.draft) }}
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if: ${{ github.repository_owner == 'axolotl-ai-cloud' && (github.event_name != 'pull_request' || !github.event.pull_request.draft) }}
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timeout-minutes: 480
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timeout-minutes: 480
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runs-on: ubuntu-latest-m
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runs-on: ubuntu-latest-m
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env:
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HAS_DOCKERHUB_CREDS: ${{ secrets.DOCKERHUB_USERNAME != '' && secrets.DOCKERHUB_TOKEN != '' }}
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strategy:
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strategy:
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fail-fast: false
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fail-fast: false
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matrix:
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matrix:
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@@ -116,6 +124,7 @@ jobs:
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pytorch: 2.8.0
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pytorch: 2.8.0
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torch_cuda_arch_list: "7.0 7.5 8.0 8.6 8.7 8.9 9.0+PTX"
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torch_cuda_arch_list: "7.0 7.5 8.0 8.6 8.7 8.9 9.0+PTX"
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dockerfile: "Dockerfile-uv-base"
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dockerfile: "Dockerfile-uv-base"
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platforms: "linux/amd64"
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- cuda: "128"
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- cuda: "128"
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cuda_version: 12.8.1
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cuda_version: 12.8.1
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cudnn_version: ""
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cudnn_version: ""
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@@ -123,6 +132,7 @@ jobs:
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pytorch: 2.9.1
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pytorch: 2.9.1
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torch_cuda_arch_list: "7.0 7.5 8.0 8.6 8.7 8.9 9.0+PTX"
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torch_cuda_arch_list: "7.0 7.5 8.0 8.6 8.7 8.9 9.0+PTX"
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dockerfile: "Dockerfile-uv-base"
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dockerfile: "Dockerfile-uv-base"
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platforms: "linux/amd64,linux/arm64"
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- cuda: "128"
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- cuda: "128"
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cuda_version: 12.8.1
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cuda_version: 12.8.1
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cudnn_version: ""
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cudnn_version: ""
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@@ -130,6 +140,7 @@ jobs:
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pytorch: 2.9.0
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pytorch: 2.9.0
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torch_cuda_arch_list: "7.0 7.5 8.0 8.6 8.7 8.9 9.0+PTX"
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torch_cuda_arch_list: "7.0 7.5 8.0 8.6 8.7 8.9 9.0+PTX"
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dockerfile: "Dockerfile-uv-base"
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dockerfile: "Dockerfile-uv-base"
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platforms: "linux/amd64,linux/arm64"
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- cuda: "130"
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- cuda: "130"
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cuda_version: 13.0.0
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cuda_version: 13.0.0
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cudnn_version: ""
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cudnn_version: ""
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@@ -137,6 +148,7 @@ jobs:
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pytorch: 2.9.1
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pytorch: 2.9.1
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torch_cuda_arch_list: "9.0+PTX"
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torch_cuda_arch_list: "9.0+PTX"
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dockerfile: "Dockerfile-uv-base"
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dockerfile: "Dockerfile-uv-base"
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platforms: "linux/amd64,linux/arm64"
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steps:
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steps:
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- name: Checkout
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- name: Checkout
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uses: actions/checkout@v4
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uses: actions/checkout@v4
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@@ -148,6 +160,7 @@ jobs:
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axolotlai/axolotl-base-uv
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axolotlai/axolotl-base-uv
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- name: Login to Docker Hub
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- name: Login to Docker Hub
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uses: docker/login-action@v2
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uses: docker/login-action@v2
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if: ${{ github.event_name != 'pull_request' && env.HAS_DOCKERHUB_CREDS == 'true' }}
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with:
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with:
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username: ${{ secrets.DOCKERHUB_USERNAME }}
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username: ${{ secrets.DOCKERHUB_USERNAME }}
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password: ${{ secrets.DOCKERHUB_TOKEN }}
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password: ${{ secrets.DOCKERHUB_TOKEN }}
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@@ -158,6 +171,7 @@ jobs:
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with:
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with:
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context: .
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context: .
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file: ./docker/${{ matrix.dockerfile }}
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file: ./docker/${{ matrix.dockerfile }}
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platforms: ${{ matrix.platforms }}
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push: ${{ github.event_name != 'pull_request' }}
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push: ${{ github.event_name != 'pull_request' }}
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tags: ${{ steps.metadata.outputs.tags }}-base-py${{ matrix.python_version }}-cu${{ matrix.cuda }}-${{ matrix.pytorch }}${{ matrix.axolotl_extras != '' && '-' || '' }}${{ matrix.axolotl_extras }}
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tags: ${{ steps.metadata.outputs.tags }}-base-py${{ matrix.python_version }}-cu${{ matrix.cuda }}-${{ matrix.pytorch }}${{ matrix.axolotl_extras != '' && '-' || '' }}${{ matrix.axolotl_extras }}
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labels: ${{ steps.metadata.outputs.labels }}
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labels: ${{ steps.metadata.outputs.labels }}
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@@ -2,6 +2,7 @@ ARG CUDA_VERSION="12.6.3"
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ARG CUDNN_VERSION=""
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ARG CUDNN_VERSION=""
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ARG UBUNTU_VERSION="22.04"
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ARG UBUNTU_VERSION="22.04"
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ARG MAX_JOBS=4
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ARG MAX_JOBS=4
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ARG TARGETARCH
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FROM nvidia/cuda:$CUDA_VERSION-cudnn$CUDNN_VERSION-devel-ubuntu$UBUNTU_VERSION AS base-builder
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FROM nvidia/cuda:$CUDA_VERSION-cudnn$CUDNN_VERSION-devel-ubuntu$UBUNTU_VERSION AS base-builder
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@@ -31,20 +32,35 @@ ENV PATH="/workspace/axolotl-venv/bin:${PATH}"
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RUN uv pip install packaging setuptools wheel psutil \
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RUN uv pip install packaging setuptools wheel psutil \
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&& uv pip install torch==${PYTORCH_VERSION} torchvision \
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&& uv pip install torch==${PYTORCH_VERSION} torchvision \
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&& uv pip install --no-build-isolation "causal_conv1d @ git+https://github.com/Dao-AILab/causal-conv1d.git@main" \
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&& uv pip install "mamba_ssm @ git+https://github.com/state-spaces/mamba.git@main" \
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&& uv pip install awscli pydantic
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&& uv pip install awscli pydantic
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RUN if [ "$TARGETARCH" = "amd64" ]; then \
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uv pip install --no-build-isolation "causal_conv1d @ git+https://github.com/Dao-AILab/causal-conv1d.git@main"; \
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uv pip install "mamba_ssm @ git+https://github.com/state-spaces/mamba.git@main"; \
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fi
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RUN case "$PYTORCH_VERSION" in \
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RUN case "$PYTORCH_VERSION" in \
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2.9.[0-9]*) \
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2.9.[0-9]*) \
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if [ "$CUDA" = "128" ]; then \
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if [ "$TARGETARCH" = "amd64" ]; then \
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wget -nv https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.8.3+cu128torch2.9-cp311-cp311-linux_x86_64.whl; \
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if [ "$CUDA" = "128" ]; then \
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uv pip install --no-cache-dir flash_attn-2.8.3+cu128torch2.9-cp311-cp311-linux_x86_64.whl; \
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wget -nv https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.8.3+cu128torch2.9-cp311-cp311-linux_x86_64.whl; \
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rm flash_attn-2.8.3+cu128torch2.9-cp311-cp311-linux_x86_64.whl; \
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uv pip install --no-cache-dir flash_attn-2.8.3+cu128torch2.9-cp311-cp311-linux_x86_64.whl; \
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elif [ "$CUDA" = "130" ]; then \
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rm flash_attn-2.8.3+cu128torch2.9-cp311-cp311-linux_x86_64.whl; \
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wget -nv https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.8.3+cu130torch2.9-cp311-cp311-linux_x86_64.whl; \
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elif [ "$CUDA" = "130" ]; then \
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uv pip install --no-cache-dir flash_attn-2.8.3+cu130torch2.9-cp311-cp311-linux_x86_64.whl; \
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wget -nv https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.8.3+cu130torch2.9-cp311-cp311-linux_x86_64.whl; \
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rm flash_attn-2.8.3+cu130torch2.9-cp311-cp311-linux_x86_64.whl; \
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uv pip install --no-cache-dir flash_attn-2.8.3+cu130torch2.9-cp311-cp311-linux_x86_64.whl; \
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rm flash_attn-2.8.3+cu130torch2.9-cp311-cp311-linux_x86_64.whl; \
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fi \
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elif [ "$TARGETARCH" = "arm64" ]; then \
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if [ "$CUDA" = "128" ]; then \
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wget -nv https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.6.4/flash_attn-2.8.3+cu128torch2.9-cp311-cp311-linux_aarch64.whl; \
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uv pip install --no-cache-dir flash_attn-2.8.3+cu128torch2.9-cp311-cp311-linux_aarch64.whl; \
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rm flash_attn-2.8.3+cu128torch2.9-cp311-cp311-linux_aarch64.whl; \
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elif [ "$CUDA" = "130" ]; then \
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wget -nv https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.6.4/flash_attn-2.8.3+cu130torch2.9-cp311-cp311-linux_aarch64.whl; \
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uv pip install --no-cache-dir flash_attn-2.8.3+cu130torch2.9-cp311-cp311-linux_aarch64.whl; \
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rm flash_attn-2.8.3+cu130torch2.9-cp311-cp311-linux_aarch64.whl; \
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fi \
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fi \
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fi \
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;; \
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;; \
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esac
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esac
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