Add AWQ quantization inference support (#1019) #1304
Workflow file for this run
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| name: Build and push docker image to internal registry | |
| on: | |
| workflow_dispatch: | |
| push: | |
| branches: | |
| - 'main' | |
| tags: | |
| - 'v*' | |
| pull_request: | |
| paths: | |
| - ".github/workflows/build.yaml" | |
| - "integration-tests/**" | |
| - "server/**" | |
| - "proto/**" | |
| - "router/**" | |
| - "launcher/**" | |
| - "Cargo.lock" | |
| - "rust-toolchain.toml" | |
| - "Dockerfile" | |
| branches: | |
| - 'main' | |
| jobs: | |
| start-runner: | |
| name: Start self-hosted EC2 runner | |
| runs-on: ubuntu-latest | |
| env: | |
| AWS_REGION: us-east-1 | |
| EC2_AMI_ID: ami-03cfed9ea28f4b002 | |
| EC2_INSTANCE_TYPE: g5.12xlarge | |
| EC2_SUBNET_ID: subnet-931b34f5,subnet-ecb993cd,subnet-943dc2d8,subnet-45371f1a,subnet-ee93e0df,subnet-fddc3dfc | |
| EC2_SECURITY_GROUP: sg-030175c435ac141d6 | |
| outputs: | |
| label: ${{ steps.start-ec2-runner.outputs.label }} | |
| ec2-instance-id: ${{ steps.start-ec2-runner.outputs.ec2-instance-id }} | |
| steps: | |
| - name: Configure AWS credentials | |
| uses: aws-actions/configure-aws-credentials@v1 | |
| with: | |
| aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| aws-region: ${{ env.AWS_REGION }} | |
| - name: Start EC2 runner | |
| id: start-ec2-runner | |
| uses: philschmid/philschmid-ec2-github-runner@main | |
| with: | |
| mode: start | |
| github-token: ${{ secrets.GH_PERSONAL_ACCESS_TOKEN }} | |
| ec2-image-id: ${{ env.EC2_AMI_ID }} | |
| ec2-instance-type: ${{ env.EC2_INSTANCE_TYPE }} | |
| subnet-id: ${{ env.EC2_SUBNET_ID }} | |
| security-group-id: ${{ env.EC2_SECURITY_GROUP }} | |
| aws-resource-tags: > # optional, requires additional permissions | |
| [ | |
| {"Key": "Name", "Value": "ec2-tgi-github-runner"}, | |
| {"Key": "GitHubRepository", "Value": "${{ github.repository }}"} | |
| ] | |
| build-and-push-image: | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.job }}-${{ github.head_ref || github.run_id }} | |
| cancel-in-progress: true | |
| needs: start-runner # required to start the main job when the runner is ready | |
| runs-on: ${{ needs.start-runner.outputs.label }} # run the job on the newly created runner | |
| permissions: | |
| contents: write | |
| packages: write | |
| # This is used to complete the identity challenge | |
| # with sigstore/fulcio when running outside of PRs. | |
| id-token: write | |
| security-events: write | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v3 | |
| - name: Initialize Docker Buildx | |
| uses: docker/[email protected] | |
| with: | |
| install: true | |
| - name: Inject slug/short variables | |
| uses: rlespinasse/[email protected] | |
| - name: Install cosign | |
| if: github.event_name != 'pull_request' | |
| uses: sigstore/cosign-installer@f3c664df7af409cb4873aa5068053ba9d61a57b6 #v2.6.0 | |
| with: | |
| cosign-release: 'v1.13.1' | |
| - name: Tailscale | |
| uses: tailscale/github-action@7bd8039bf25c23c4ab1b8d6e2cc2da2280601966 | |
| with: | |
| authkey: ${{ secrets.TAILSCALE_AUTHKEY }} | |
| - name: Login to GitHub Container Registry | |
| if: github.event_name != 'pull_request' | |
| uses: docker/login-action@v2 | |
| with: | |
| registry: ghcr.io | |
| username: ${{ github.actor }} | |
| password: ${{ secrets.GITHUB_TOKEN }} | |
| - name: Login to internal Container Registry | |
| uses: docker/[email protected] | |
| with: | |
| username: ${{ secrets.TAILSCALE_DOCKER_USERNAME }} | |
| password: ${{ secrets.TAILSCALE_DOCKER_PASSWORD }} | |
| registry: registry.internal.huggingface.tech | |
| - name: Login to Azure Container Registry | |
| if: github.event_name != 'pull_request' | |
| uses: docker/[email protected] | |
| with: | |
| username: ${{ secrets.AZURE_DOCKER_USERNAME }} | |
| password: ${{ secrets.AZURE_DOCKER_PASSWORD }} | |
| registry: db4c2190dd824d1f950f5d1555fbadf0.azurecr.io | |
| # If pull request | |
| - name: Extract metadata (tags, labels) for Docker | |
| if: ${{ github.event_name == 'pull_request' }} | |
| id: meta-pr | |
| uses: docker/[email protected] | |
| with: | |
| images: | | |
| registry.internal.huggingface.tech/api-inference/community/text-generation-inference | |
| tags: | | |
| type=raw,value=sha-${{ env.GITHUB_SHA_SHORT }} | |
| # If main, release or tag | |
| - name: Extract metadata (tags, labels) for Docker | |
| if: ${{ github.event_name != 'pull_request' }} | |
| id: meta | |
| uses: docker/[email protected] | |
| with: | |
| flavor: | | |
| latest=auto | |
| images: | | |
| registry.internal.huggingface.tech/api-inference/community/text-generation-inference | |
| ghcr.io/huggingface/text-generation-inference | |
| db4c2190dd824d1f950f5d1555fbadf0.azurecr.io/text-generation-inference | |
| tags: | | |
| type=semver,pattern={{version}} | |
| type=semver,pattern={{major}}.{{minor}} | |
| type=raw,value=latest,enable=${{ github.ref == format('refs/heads/{0}', github.event.repository.default_branch) }} | |
| type=raw,value=sha-${{ env.GITHUB_SHA_SHORT }} | |
| - name: Build and push Docker image | |
| id: build-and-push | |
| uses: docker/build-push-action@v4 | |
| with: | |
| context: . | |
| file: Dockerfile | |
| push: true | |
| platforms: 'linux/amd64' | |
| build-args: | | |
| GIT_SHA=${{ env.GITHUB_SHA }} | |
| DOCKER_LABEL=sha-${{ env.GITHUB_SHA_SHORT }} | |
| tags: ${{ steps.meta.outputs.tags || steps.meta-pr.outputs.tags }} | |
| labels: ${{ steps.meta.outputs.labels || steps.meta-pr.outputs.labels }} | |
| cache-from: type=registry,ref=registry.internal.huggingface.tech/api-inference/community/text-generation-inference:cache,mode=min | |
| cache-to: type=registry,ref=registry.internal.huggingface.tech/api-inference/community/text-generation-inference:cache,mode=min | |
| # Sign the resulting Docker image digest except on PRs. | |
| # This will only write to the public Rekor transparency log when the Docker | |
| # repository is public to avoid leaking data. | |
| - name: Sign the published Docker image | |
| if: ${{ github.event_name != 'pull_request' }} | |
| env: | |
| COSIGN_EXPERIMENTAL: "true" | |
| # This step uses the identity token to provision an ephemeral certificate | |
| # against the sigstore community Fulcio instance. | |
| run: echo "${{ steps.meta.outputs.tags }}" | xargs -I {} cosign sign {}@${{ steps.build-and-push.outputs.digest }} | |
| - name: Run Trivy in GitHub SBOM mode and submit results to Dependency Graph | |
| uses: aquasecurity/trivy-action@master | |
| if: ${{ github.event_name != 'pull_request' }} | |
| with: | |
| image-ref: 'ghcr.io/huggingface/text-generation-inference:sha-${{ env.GITHUB_SHA_SHORT }}' | |
| format: 'github' | |
| output: 'dependency-results.sbom.json' | |
| github-pat: ${{ secrets.GITHUB_TOKEN }} | |
| scanners: 'vuln' | |
| - name: Run Trivy vulnerability scanner | |
| uses: aquasecurity/trivy-action@master | |
| if: ${{ github.event_name != 'pull_request' }} | |
| with: | |
| image-ref: 'ghcr.io/huggingface/text-generation-inference:sha-${{ env.GITHUB_SHA_SHORT }}' | |
| format: 'sarif' | |
| output: 'trivy-results.sarif' | |
| severity: 'CRITICAL' | |
| scanners: 'vuln' | |
| - name: Upload Trivy scan results to GitHub Security tab | |
| uses: github/codeql-action/upload-sarif@v2 | |
| if: ${{ github.event_name != 'pull_request' }} | |
| with: | |
| sarif_file: 'trivy-results.sarif' | |
| integration-tests: | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.job }}-${{ github.head_ref || github.run_id }} | |
| cancel-in-progress: true | |
| needs: | |
| - start-runner | |
| - build-and-push-image # Wait for the docker image to be built | |
| runs-on: ${{ needs.start-runner.outputs.label }} # run the job on the newly created runner | |
| env: | |
| DOCKER_VOLUME: /cache | |
| steps: | |
| - uses: actions/checkout@v2 | |
| - name: Inject slug/short variables | |
| uses: rlespinasse/[email protected] | |
| - name: Set up Python | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: 3.9 | |
| - name: Tailscale | |
| uses: tailscale/github-action@7bd8039bf25c23c4ab1b8d6e2cc2da2280601966 | |
| with: | |
| authkey: ${{ secrets.TAILSCALE_AUTHKEY }} | |
| - name: Prepare disks | |
| run: | | |
| sudo mkfs -t ext4 /dev/nvme1n1 | |
| sudo mkdir ${{ env.DOCKER_VOLUME }} | |
| sudo mount /dev/nvme1n1 ${{ env.DOCKER_VOLUME }} | |
| - name: Install | |
| run: | | |
| make install-integration-tests | |
| - name: Run tests | |
| run: | | |
| export DOCKER_IMAGE=registry.internal.huggingface.tech/api-inference/community/text-generation-inference:sha-${{ env.GITHUB_SHA_SHORT }} | |
| export HUGGING_FACE_HUB_TOKEN=${{ secrets.HUGGING_FACE_HUB_TOKEN }} | |
| pytest -s -vv integration-tests | |
| stop-runner: | |
| name: Stop self-hosted EC2 runner | |
| needs: | |
| - start-runner | |
| - build-and-push-image | |
| - integration-tests | |
| runs-on: ubuntu-latest | |
| env: | |
| AWS_REGION: us-east-1 | |
| if: ${{ always() }} # required to stop the runner even if the error happened in the previous jobs | |
| steps: | |
| - name: Configure AWS credentials | |
| uses: aws-actions/configure-aws-credentials@v1 | |
| with: | |
| aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| aws-region: ${{ env.AWS_REGION }} | |
| - name: Stop EC2 runner | |
| uses: philschmid/philschmid-ec2-github-runner@main | |
| with: | |
| mode: stop | |
| github-token: ${{ secrets.GH_PERSONAL_ACCESS_TOKEN }} | |
| label: ${{ needs.start-runner.outputs.label }} | |
| ec2-instance-id: ${{ needs.start-runner.outputs.ec2-instance-id }} |