Build and push QLoRA #19
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| # NOTE: Unfortunately, as far as I know, these need to either be | |
| # separate jobs or we need to use our own CI runner. Github | |
| # Actions doesn't provide enough disk space by default. | |
| name: Build and push QLoRA | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| image_tag: | |
| description: "Tag for the image" | |
| required: false | |
| default: "latest" | |
| env: | |
| REGISTRY: ghcr.io | |
| IMAGE_NAME: qlora | |
| jobs: | |
| build-qlora: | |
| runs-on: ubuntu-latest | |
| permissions: | |
| contents: read | |
| packages: write | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v4 | |
| - name: Set repository owner | |
| id: set_repo_owner_lower | |
| shell: bash | |
| run: | | |
| echo "REPOSITORY_OWNER=$(echo '${{ github.repository_owner }}' | tr '[:upper:]' '[:lower:]')" >> $GITHUB_ENV | |
| # - name: Set up QEMU | |
| # uses: docker/setup-qemu-action@v3 | |
| # with: | |
| # platforms: arm64,amd64 | |
| - name: Login to the container registry | |
| uses: docker/login-action@v3 | |
| with: | |
| registry: ${{ env.REGISTRY }} | |
| username: ${{ github.actor }} | |
| password: ${{ secrets.GITHUB_TOKEN }} | |
| - name: Extract image metadata | |
| id: meta | |
| uses: docker/metadata-action@v4 | |
| with: | |
| images: | | |
| ${{ env.REGISTRY }}/${{ env.REPOSITORY_OWNER }}/${{ env.IMAGE_NAME }} | |
| flavor: latest=auto | |
| tags: type=raw,value=latest,enable={{is_default_branch}} | |
| - name: Set up Docker Buildx | |
| uses: docker/setup-buildx-action@v3 | |
| - name: Build and push Docker image | |
| uses: docker/build-push-action@v6 | |
| with: | |
| push: true | |
| #platforms: arm64,amd64 | |
| context: ./${{ env.IMAGE_NAME }}/python3.11-slim | |
| tags: ${{ env.REGISTRY }}/${{ env.REPOSITORY_OWNER }}/${{ env.IMAGE_NAME }}:${{ github.event.inputs.image_tag }} | |
| build-args: BASE_IMAGE=python:3.11-slim | |
| # build-qlora-cu118: | |
| # #runs-on: ubuntu-latest | |
| # runs-on: big-storage | |
| # permissions: | |
| # contents: read | |
| # packages: write | |
| # steps: | |
| # - name: Checkout repository | |
| # uses: actions/checkout@v4 | |
| # | |
| # - name: Set repository owner | |
| # id: set_repo_owner_lower | |
| # shell: bash | |
| # run: | | |
| # echo "REPOSITORY_OWNER=$(echo '${{ github.repository_owner }}' | tr '[:upper:]' '[:lower:]')" >> $GITHUB_ENV | |
| # | |
| # # - name: Set up QEMU | |
| # # uses: docker/setup-qemu-action@v3 | |
| # # with: | |
| # # platforms: arm64,amd64 | |
| # | |
| # - name: Login to the container registry | |
| # uses: docker/login-action@v3 | |
| # with: | |
| # registry: ${{ env.REGISTRY }} | |
| # username: ${{ github.actor }} | |
| # password: ${{ secrets.GITHUB_TOKEN }} | |
| # | |
| # - name: Extract image metadata | |
| # id: meta | |
| # uses: docker/metadata-action@v4 | |
| # with: | |
| # images: | | |
| # ${{ env.REGISTRY }}/${{ env.REPOSITORY_OWNER }}/${{ env.IMAGE_NAME }} | |
| # flavor: latest=auto | |
| # tags: type=raw,value=latest,enable={{is_default_branch}} | |
| # | |
| # - name: Set up Docker Buildx | |
| # uses: docker/setup-buildx-action@v3 | |
| # | |
| # - name: Build and push Docker image | |
| # uses: docker/build-push-action@v6 | |
| # with: | |
| # push: true | |
| # #platforms: arm64,amd64 | |
| # context: ./${{ env.IMAGE_NAME }}/11.8.0-cudnn8-runtime-ubuntu22.04 | |
| # tags: ${{ env.REGISTRY }}/${{ env.REPOSITORY_OWNER }}/${{ env.IMAGE_NAME }}:${{ github.event.inputs.image_tag }} | |
| # build-args: BASE_IMAGE=nvidia/cuda:11.8.0-cudnn8-runtime-ubuntu22.04 | |
| # build-qlora-cu121: | |
| # runs-on: ubuntu-latest | |
| # permissions: | |
| # contents: read | |
| # packages: write | |
| # steps: | |
| # - name: Checkout repository | |
| # uses: actions/checkout@v4 | |
| # | |
| # - name: Set repository owner | |
| # id: set_repo_owner_lower | |
| # shell: bash | |
| # run: | | |
| # echo "REPOSITORY_OWNER=$(echo '${{ github.repository_owner }}' | tr '[:upper:]' '[:lower:]')" >> $GITHUB_ENV | |
| # | |
| # # - name: Set up QEMU | |
| # # uses: docker/setup-qemu-action@v3 | |
| # # with: | |
| # # platforms: arm64,amd64 | |
| # | |
| # - name: Login to the container registry | |
| # uses: docker/login-action@v3 | |
| # with: | |
| # registry: ${{ env.REGISTRY }} | |
| # username: ${{ github.actor }} | |
| # password: ${{ secrets.GITHUB_TOKEN }} | |
| # | |
| # - name: Extract image metadata | |
| # id: meta | |
| # uses: docker/metadata-action@v4 | |
| # with: | |
| # images: | | |
| # ${{ env.REGISTRY }}/${{ env.REPOSITORY_OWNER }}/${{ env.IMAGE_NAME }} | |
| # flavor: latest=auto | |
| # tags: type=raw,value=latest,enable={{is_default_branch}} | |
| # | |
| # - name: Set up Docker Buildx | |
| # uses: docker/setup-buildx-action@v3 | |
| # | |
| # - name: Build and push Docker image | |
| # uses: docker/build-push-action@v6 | |
| # with: | |
| # push: true | |
| # #platforms: arm64,amd64 | |
| # context: ./${{ env.IMAGE_NAME }}/12.1.0-cudnn8-runtime-ubuntu22.04 | |
| # tags: ${{ env.REGISTRY }}/${{ env.REPOSITORY_OWNER }}/${{ env.IMAGE_NAME }}:${{ github.event.inputs.image_tag }}-cu121 | |
| # build-args: BASE_IMAGE=nvidia/cuda:12.1.0-cudnn8-runtime-ubuntu22.04 | |
| build-qlora-cu124: | |
| runs-on: ubuntu-latest | |
| permissions: | |
| contents: read | |
| packages: write | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v4 | |
| - name: Set repository owner | |
| id: set_repo_owner_lower | |
| shell: bash | |
| run: | | |
| echo "REPOSITORY_OWNER=$(echo '${{ github.repository_owner }}' | tr '[:upper:]' '[:lower:]')" >> $GITHUB_ENV | |
| # - name: Set up QEMU | |
| # uses: docker/setup-qemu-action@v3 | |
| # with: | |
| # platforms: arm64,amd64 | |
| - name: Login to the container registry | |
| uses: docker/login-action@v3 | |
| with: | |
| registry: ${{ env.REGISTRY }} | |
| username: ${{ github.actor }} | |
| password: ${{ secrets.GITHUB_TOKEN }} | |
| - name: Extract image metadata | |
| id: meta | |
| uses: docker/metadata-action@v4 | |
| with: | |
| images: | | |
| ${{ env.REGISTRY }}/${{ env.REPOSITORY_OWNER }}/${{ env.IMAGE_NAME }} | |
| flavor: latest=auto | |
| tags: type=raw,value=latest,enable={{is_default_branch}} | |
| - name: Set up Docker Buildx | |
| uses: docker/setup-buildx-action@v3 | |
| - name: Build and push Docker image | |
| uses: docker/build-push-action@v6 | |
| with: | |
| push: true | |
| #platforms: arm64,amd64 | |
| context: ./${{ env.IMAGE_NAME }}/12.4.1-cudnn-runtime-ubuntu22.04 | |
| tags: ${{ env.REGISTRY }}/${{ env.REPOSITORY_OWNER }}/${{ env.IMAGE_NAME }}:${{ github.event.inputs.image_tag }}-cu124 | |
| build-args: BASE_IMAGE=nvidia/cuda:12.4.1-cudnn-runtime-ubuntu22.04 |