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qlora.yaml
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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
jobs:
build-qlora-cpu:
runs-on: ubuntu-latest
permissions:
contents: read
packages: write
steps:
- name: Checkout code
uses: actions/checkout@v4
- name: Convert repository name to lowercase
run: echo "IMAGE_NAME=$(echo ${GITHUB_REPOSITORY} | tr '[:upper:]' '[:lower:]')" >> $GITHUB_ENV
- name: Log in to the container registry
uses: docker/login-action@v3
with:
registry: ${{ env.REGISTRY }}
username: ${{ github.actor }}
password: ${{ secrets.GITHUB_TOKEN }}
- name: Set up Docker Buildx
uses: docker/setup-buildx-action@v3
- name: Build and push Docker image
uses: docker/build-push-action@v6
with:
context: qlora/python3.11-slim
push: true
tags: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}:${{ github.event.inputs.image_tag }}-cpu
build-args: BASE_IMAGE=python:3.11-slim
build-qlora-cuda118:
runs-on: ubuntu-latest
permissions:
contents: read
packages: write
steps:
- name: Checkout code
uses: actions/checkout@v4
- name: Convert repository name to lowercase
run: echo "IMAGE_NAME=$(echo ${GITHUB_REPOSITORY} | tr '[:upper:]' '[:lower:]')" >> $GITHUB_ENV
- name: Log in to the container registry
uses: docker/login-action@v3
with:
registry: ${{ env.REGISTRY }}
username: ${{ github.actor }}
password: ${{ secrets.GITHUB_TOKEN }}
- name: Set up Docker Buildx
uses: docker/setup-buildx-action@v3
- name: Build and push Docker image
uses: docker/build-push-action@v6
with:
context: qlora/11.8.0-cudnn8-runtime-ubuntu22.04
push: true
tags: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}:${{ github.event.inputs.image_tag }}-cu118
build-args: BASE_IMAGE=nvidia/cuda:11.8.0-cudnn8-runtime-ubuntu22.04
build-qlora-cuda121:
runs-on: ubuntu-latest
permissions:
contents: read
packages: write
steps:
- name: Checkout code
uses: actions/checkout@v4
- name: Convert repository name to lowercase
run: echo "IMAGE_NAME=$(echo ${GITHUB_REPOSITORY} | tr '[:upper:]' '[:lower:]')" >> $GITHUB_ENV
- name: Log in to the container registry
uses: docker/login-action@v3
with:
registry: ${{ env.REGISTRY }}
username: ${{ github.actor }}
password: ${{ secrets.GITHUB_TOKEN }}
- name: Set up Docker Buildx
uses: docker/setup-buildx-action@v3
- name: Build and push Docker image
uses: docker/build-push-action@v6
with:
context: qlora/12.1.0-cudnn8-runtime-ubuntu22.04
push: true
tags: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}:${{ github.event.inputs.image_tag }}-cu121
build-args: BASE_IMAGE=nvidia/cuda:12.1.0-cudnn8-runtime-ubuntu22.04
build-qlora-cuda124:
runs-on: ubuntu-latest
permissions:
contents: read
packages: write
steps:
- name: Checkout code
uses: actions/checkout@v4
- name: Convert repository name to lowercase
run: echo "IMAGE_NAME=$(echo ${GITHUB_REPOSITORY} | tr '[:upper:]' '[:lower:]')" >> $GITHUB_ENV
- name: Log in to the container registry
uses: docker/login-action@v3
with:
registry: ${{ env.REGISTRY }}
username: ${{ github.actor }}
password: ${{ secrets.GITHUB_TOKEN }}
- name: Set up Docker Buildx
uses: docker/setup-buildx-action@v3
- name: Build and push Docker image
uses: docker/build-push-action@v6
with:
context: qlora/12.4.1-cudnn-runtime-ubuntu22.04
push: true
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