Build and push QLoRA #3
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| name: Build and push QLoRA | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| image_tag: | |
| description: "Tag for the image, e.g. qlora makes qlora-cpu, qlora-cu118, qlora-cu121, and qlora-cu124" | |
| required: false | |
| default: "qlora" | |
| env: | |
| REGISTRY: ghcr.io | |
| IMAGE_NAME: qlora | |
| jobs: | |
| build-qlora-cpu: | |
| runs-on: ubuntu-latest | |
| permissions: | |
| contents: read | |
| packages: write | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v4 | |
| - name: Set up QEMU | |
| uses: docker/setup-qemu-action@v1 | |
| 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.IMAGE_NAME }} | |
| ${{ env.DOCKER_USERNAME }}/${{ env.IMAGE_NAME }} | |
| ghcr.io/${{ github.actor }}/${{ 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.IMAGE_NAME }}:${{ github.event.inputs.image_tag }} | |
| build-args: BASE_IMAGE=python:3.11-slim | |
| build-qlora-cuda118: | |
| runs-on: ubuntu-latest | |
| permissions: | |
| contents: read | |
| packages: write | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v4 | |
| - name: Set up QEMU | |
| uses: docker/setup-qemu-action@v1 | |
| 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.IMAGE_NAME }} | |
| ${{ env.DOCKER_USERNAME }}/${{ env.IMAGE_NAME }} | |
| ghcr.io/${{ github.actor }}/${{ 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.IMAGE_NAME }}:${{ github.event.inputs.image_tag }}-cu118 | |
| build-args: BASE_IMAGE=nvidia/cuda:11.8.0-cudnn8-runtime-ubuntu22.04 | |
| build-qlora-cuda121: | |
| runs-on: ubuntu-latest | |
| permissions: | |
| contents: read | |
| packages: write | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v4 | |
| - name: Set up QEMU | |
| uses: docker/setup-qemu-action@v1 | |
| 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.IMAGE_NAME }} | |
| ${{ env.DOCKER_USERNAME }}/${{ env.IMAGE_NAME }} | |
| ghcr.io/${{ github.actor }}/${{ 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.IMAGE_NAME }}:${{ github.event.inputs.image_tag }}-cu121 | |
| build-args: BASE_IMAGE=nvidia/cuda:12.1.0-cudnn8-runtime-ubuntu22.04 | |
| build-qlora-cuda124: | |
| runs-on: ubuntu-latest | |
| permissions: | |
| contents: read | |
| packages: write | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v4 | |
| - name: Set up QEMU | |
| uses: docker/setup-qemu-action@v1 | |
| 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.IMAGE_NAME }} | |
| ${{ env.DOCKER_USERNAME }}/${{ env.IMAGE_NAME }} | |
| ghcr.io/${{ github.actor }}/${{ 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.IMAGE_NAME }}:${{ github.event.inputs.image_tag }}-cu124 | |
| build-args: BASE_IMAGE=nvidia/cuda:12.4.1-cudnn-runtime-ubuntu22.04 |