Build and push QLoRA #4
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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: | | |
| ${{ env.REGISTRY }}/${{ 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: | | |
| ${{ env.REGISTRY }}/${{ 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: | | |
| ${{ env.REGISTRY }}/${{ 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: | | |
| ${{ env.REGISTRY }}/${{ 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 |