feat(ci): custom gpu runners (#328)
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@ -25,8 +25,44 @@ concurrency:
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cancel-in-progress: true
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jobs:
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start-runner:
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name: Start self-hosted EC2 runner
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runs-on: ubuntu-latest
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env:
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AWS_REGION: us-east-1
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EC2_AMI_ID: ami-03cfed9ea28f4b002
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EC2_INSTANCE_TYPE: g5.12xlarge
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EC2_SUBNET_ID: subnet-931b34f5,subnet-ecb993cd,subnet-943dc2d8,subnet-45371f1a,subnet-ee93e0df,subnet-fddc3dfc
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EC2_SECURITY_GROUP: sg-04d472c808f365022
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outputs:
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label: ${{ steps.start-ec2-runner.outputs.label }}
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ec2-instance-id: ${{ steps.start-ec2-runner.outputs.ec2-instance-id }}
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steps:
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- name: Configure AWS credentials
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uses: aws-actions/configure-aws-credentials@v1
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with:
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aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
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aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
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aws-region: ${{ env.AWS_REGION }}
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- name: Start EC2 runner
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id: start-ec2-runner
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uses: philschmid/philschmid-ec2-github-runner@main
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with:
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mode: start
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github-token: ${{ secrets.GH_PERSONAL_ACCESS_TOKEN }}
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ec2-image-id: ${{ env.EC2_AMI_ID }}
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ec2-instance-type: ${{ env.EC2_INSTANCE_TYPE }}
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subnet-id: ${{ env.EC2_SUBNET_ID }}
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security-group-id: ${{ env.EC2_SECURITY_GROUP }}
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aws-resource-tags: > # optional, requires additional permissions
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[
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{"Key": "Name", "Value": "ec2-tgi-github-runner"},
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{"Key": "GitHubRepository", "Value": "${{ github.repository }}"}
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]
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build-and-push-image:
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runs-on: large-runner
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needs: start-runner # required to start the main job when the runner is ready
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runs-on: ${{ needs.start-runner.outputs.label }} # run the job on the newly created runner
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permissions:
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contents: write
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packages: write
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@ -49,7 +85,7 @@ jobs:
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with:
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cosign-release: 'v1.13.1'
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- name: Tailscale
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uses: tailscale/github-action@v1
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uses: tailscale/github-action@7bd8039bf25c23c4ab1b8d6e2cc2da2280601966
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with:
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authkey: ${{ secrets.TAILSCALE_AUTHKEY }}
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- name: Login to GitHub Container Registry
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@ -136,52 +172,26 @@ jobs:
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with:
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sarif_file: 'trivy-results.sarif'
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build-and-push-sagemaker-image:
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stop-runner:
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name: Stop self-hosted EC2 runner
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needs:
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- start-runner
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- build-and-push-image
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runs-on: ubuntu-latest
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env:
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AWS_REGION: us-east-1
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if: ${{ always() }} # required to stop the runner even if the error happened in the previous jobs
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steps:
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- name: Checkout repository
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uses: actions/checkout@v3
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- name: Initialize Docker Buildx
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uses: docker/setup-buildx-action@v2.0.0
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- name: Configure AWS credentials
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uses: aws-actions/configure-aws-credentials@v1
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with:
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install: true
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- name: Inject slug/short variables
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uses: rlespinasse/github-slug-action@v4.4.1
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- name: Tailscale
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uses: tailscale/github-action@v1
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aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
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aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
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aws-region: ${{ env.AWS_REGION }}
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- name: Stop EC2 runner
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uses: philschmid/philschmid-ec2-github-runner@main
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with:
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authkey: ${{ secrets.TAILSCALE_AUTHKEY }}
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- name: Login to internal Container Registry
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uses: docker/login-action@v2.1.0
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with:
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username: ${{ secrets.TAILSCALE_DOCKER_USERNAME }}
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password: ${{ secrets.TAILSCALE_DOCKER_PASSWORD }}
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registry: registry.internal.huggingface.tech
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- name: Extract metadata (tags, labels) for Docker
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id: meta
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uses: docker/metadata-action@v4.3.0
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with:
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flavor: |
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latest=auto
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images: |
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registry.internal.huggingface.tech/api-inference/community/text-generation-inference/sagemaker
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tags: |
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type=semver,pattern={{version}}
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type=semver,pattern={{major}}.{{minor}}
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type=raw,value=latest,enable=${{ github.ref == format('refs/heads/{0}', github.event.repository.default_branch) }}
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type=raw,value=sha-${{ env.GITHUB_SHA_SHORT }}
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- name: Build and push Docker image
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uses: docker/build-push-action@v2
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with:
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context: .
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file: Dockerfile
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push: ${{ github.event_name != 'pull_request' }}
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platforms: 'linux/amd64'
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build-args: |
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GIT_SHA={{ env.GITHUB_SHA }}
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target: sagemaker
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tags: ${{ steps.meta.outputs.tags }}
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labels: ${{ steps.meta.outputs.labels }}
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cache-from: type=registry,ref=registry.internal.huggingface.tech/api-inference/community/text-generation-inference:cache,mode=max
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mode: stop
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github-token: ${{ secrets.GH_PERSONAL_ACCESS_TOKEN }}
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label: ${{ needs.start-runner.outputs.label }}
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ec2-instance-id: ${{ needs.start-runner.outputs.ec2-instance-id }}
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