# # Copyright (c) 2025 Huawei Technologies Co., Ltd. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # This file is a part of the vllm-ascend project. # # This test will be triggered: # 1. PR labeled with: '*accuracy-test' (ONLY 1 label valid) & 'ready-for-test' # 2. workflow_dispatch with models input # See detail rule in strategy.matrix note name: Benchmarks / accuracy on: schedule: # Runs every 6 hours - cron: '0 */6 * * *' pull_request: types: [ labeled ] workflow_dispatch: inputs: vllm-version: description: 'vllm version:' required: true type: choice # Please also update this when bump matched version # Current supported vLLM versions options: - main - v0.10.0 - v0.9.1 - v0.7.3 vllm-ascend-version: description: 'vllm-ascend version:' required: true type: choice options: - main - v0.9.1-dev - v0.7.3-dev models: description: 'model:' required: true type: choice options: - all - Qwen/Qwen2.5-VL-7B-Instruct - Qwen/Qwen3-8B-Base - Qwen/Qwen3-30B-A3B default: 'all' # Bash shells do not use ~/.profile or ~/.bashrc so these shells need to be explicitly # declared as "shell: bash -el {0}" on steps that need to be properly activated. # It's used to activate ascend-toolkit environment variables. defaults: run: shell: bash -el {0} # only cancel in-progress runs of the same workflow concurrency: group: ${{ github.workflow }}-${{ github.ref }} cancel-in-progress: true jobs: accuracy_tests: # test will be triggered when tag '*-accuracy-test' & 'ready-for-test' or workflow_dispatch job if: >- ${{ (contains(github.event.pull_request.labels.*.name, 'accuracy-test') || contains(github.event.pull_request.labels.*.name, 'vl-accuracy-test') || contains(github.event.pull_request.labels.*.name, 'moe-accuracy-test') || contains(github.event.pull_request.labels.*.name, 'dense-accuracy-test')) && contains(github.event.pull_request.labels.*.name, 'ready-for-test') || github.event_name == 'workflow_dispatch' || github.event_name == 'schedule' }} runs-on: >- ${{ (matrix.model_name == 'Qwen/Qwen3-30B-A3B' && 'linux-aarch64-a2-2') || 'linux-aarch64-a2-1' }} strategy: matrix: # the accuracy test will run: # 1. workflow_dispatch with models input # - all: Qwen/Qwen3-30B-A3B, Qwen/Qwen2.5-VL-7B-Instruct, Qwen/Qwen3-8B-Base # - specified but not all: Qwen/Qwen3-30B-A3B, Qwen/Qwen2.5-VL-7B-Instruct, Qwen/Qwen3-8B-Base # 2. PR labeled with "*-accuracy-test" # - accuracy-test: Qwen/Qwen3-8B-Base, Qwen/Qwen2.5-VL-7B-Instruct, Qwen/Qwen3-30B-A3B # - dense-accuracy-test: Qwen/Qwen3-8B-Base # - vl-accuracy-test: Qwen/Qwen2.5-VL-7B-Instruct # - moe-accuracy-test: Qwen/Qwen3-30B-A3B model_name: ${{ fromJSON( (github.event_name == 'schedule' && '["Qwen/Qwen3-30B-A3B","Qwen/Qwen2.5-VL-7B-Instruct","Qwen/Qwen3-8B-Base"]') || (github.event.inputs.models == 'all' && '["Qwen/Qwen3-30B-A3B","Qwen/Qwen2.5-VL-7B-Instruct","Qwen/Qwen3-8B-Base"]') || (github.event.inputs.models == 'Qwen/Qwen3-30B-A3B' && '["Qwen/Qwen3-30B-A3B"]') || (github.event.inputs.models == 'Qwen/Qwen2.5-VL-7B-Instruct' && '["Qwen/Qwen2.5-VL-7B-Instruct"]') || (github.event.inputs.models == 'Qwen/Qwen3-8B-Base' && '["Qwen/Qwen3-8B-Base"]') || contains(github.event.pull_request.labels.*.name, 'accuracy-test') && '["Qwen/Qwen3-8B-Base","Qwen/Qwen2.5-VL-7B-Instruct", "Qwen/Qwen3-30B-A3B"]' || contains(github.event.pull_request.labels.*.name, 'dense-accuracy-test') && '["Qwen/Qwen3-8B-Base"]' || contains(github.event.pull_request.labels.*.name, 'vl-accuracy-test') && '["Qwen/Qwen2.5-VL-7B-Instruct"]' || contains(github.event.pull_request.labels.*.name, 'moe-accuracy-test') && '["Qwen/Qwen3-30B-A3B"]' ) }} fail-fast: false name: ${{ matrix.model_name }} accuracy container: image: swr.cn-southwest-2.myhuaweicloud.com/base_image/ascend-ci/cann:8.2.rc1-910b-ubuntu22.04-py3.11 env: DATASET_SOURCE: ModelScope VLLM_USE_MODELSCOPE: True USE_MODELSCOPE_HUB: 1 # 1. If version specified (work_dispatch), do specified branch accuracy test # 2. If no version (labeled PR), do accuracy test by default ref: # The branch, tag or SHA to checkout. When checking out the repository that # triggered a workflow, this defaults to the reference or SHA for that event. # Otherwise, uses the default branch. GHA_VLLM_ASCEND_VERSION: ${{ github.event.inputs.vllm-ascend-version }} steps: - name: Checkout repository uses: actions/checkout@v4 - name: Check npu and CANN info run: | npu-smi info cat /usr/local/Ascend/ascend-toolkit/latest/"$(uname -i)"-linux/ascend_toolkit_install.info - name: Config mirrors run: | sed -Ei 's@(ports|archive).ubuntu.com@cache-service.nginx-pypi-cache.svc.cluster.local:8081@g' /etc/apt/sources.list pip config set global.index-url http://cache-service.nginx-pypi-cache.svc.cluster.local/pypi/simple pip config set global.trusted-host cache-service.nginx-pypi-cache.svc.cluster.local apt-get update -y apt install git -y - name: Install system dependencies run: | apt-get -y install `cat packages.txt` apt-get -y install gcc g++ cmake libnuma-dev - name: Checkout vllm-project/vllm repo uses: actions/checkout@v4 with: repository: vllm-project/vllm path: ./vllm-empty # Please also update this when bump matched version ref: ${{ github.event.inputs.vllm-version || 'v0.10.0' }} - name: Install vllm-project/vllm from source working-directory: ./vllm-empty run: VLLM_TARGET_DEVICE=empty pip install -e . - name: Resolve vllm-ascend version run: | VERSION_INPUT="${{ github.event.inputs.vllm-ascend-version }}" if [[ "$VERSION_INPUT" == "main" ]]; then TAGS=$(git ls-remote --tags --sort=-v:refname https://github.com/vllm-project/vllm-ascend "v*" | cut -f2 | sed 's|refs/tags/||') LATEST_TAG=$(echo "$TAGS" | head -n1) if [[ -z "$LATEST_TAG" ]]; then RESOLVED_VERSION="main" else RESOLVED_VERSION="$LATEST_TAG" fi else RESOLVED_VERSION="$VERSION_INPUT" fi echo "GHA_VLLM_ASCEND_VERSION=$RESOLVED_VERSION" >> $GITHUB_ENV - name: Checkout vllm-project/vllm-ascend repo uses: actions/checkout@v4 with: repository: vllm-project/vllm-ascend path: ./vllm-ascend ref: ${{ env.GHA_VLLM_ASCEND_VERSION }} - name: Install vllm-project/vllm-ascend working-directory: ./vllm-ascend env: PIP_EXTRA_INDEX_URL: https://mirrors.huaweicloud.com/ascend/repos/pypi run: | pip install -r requirements-dev.txt pip install -v -e . - name: Get vLLM commit hash and URL working-directory: ./vllm-empty run: | VLLM_COMMIT=$(git rev-parse --short=7 HEAD) echo "VLLM_COMMIT=$VLLM_COMMIT" >> $GITHUB_ENV - name: Get vLLM-Ascend commit hash and URL working-directory: ./vllm-ascend run: | VLLM_ASCEND_COMMIT=$(git rev-parse --short=7 HEAD) echo "VLLM_ASCEND_COMMIT=$VLLM_ASCEND_COMMIT" >> $GITHUB_ENV - name: Print resolved hashes run: | echo "vLLM : ${{ env.VLLM_COMMIT }}" echo "vLLM-Ascend: ${{ env.VLLM_ASCEND_COMMIT }}" - name: Install lm-eval, ray, and datasets run: | pip install lm-eval==0.4.8 - name: Collect version info run: | for dir in /usr/local/Ascend/ascend-toolkit/*; do dname=$(basename "$dir") if [ "$dname" != "latest" ]; then TOOLKIT_DIR="$dname" break fi done INFO_FILE="/usr/local/Ascend/ascend-toolkit/${TOOLKIT_DIR}/$(uname -i)-linux/ascend_toolkit_install.info" GHA_CANN_VERSION=$(grep "version=" "$INFO_FILE" \ | head -n1 \ | cut -d'=' -f2 \ | tr -d '"') { echo "GHA_CANN_VERSION=$GHA_CANN_VERSION" pip show torch | grep "Version:" | awk '{print "GHA_TORCH_VERSION="$2}' pip show torch_npu | grep "Version:" | awk '{print "GHA_TORCH_NPU_VERSION="$2}' pip show vllm | grep "Version:" | awk '{print "GHA_VLLM_VERSION="$2}' | sed 's/+.*//' } >> "$GITHUB_ENV" - name: Print versions run: | echo "CANN: ${{ env.GHA_CANN_VERSION }}" echo "Torch NPU: ${{ env.GHA_TORCH_NPU_VERSION }}" echo "Torch: ${{ env.GHA_TORCH_VERSION }}" echo "vLLM: ${{ env.GHA_VLLM_VERSION }}" echo "vLLM Ascend: ${{ env.GHA_VLLM_ASCEND_VERSION }}" - name: Run Accuracy Test id: report working-directory: ./benchmarks env: PYTORCH_NPU_ALLOC_CONF: max_split_size_mb:256 run: | model_base_name=$(basename ${{ matrix.model_name }}) markdown_name="${model_base_name}" echo "markdown_name=$markdown_name" echo "markdown_name=$markdown_name" >> $GITHUB_OUTPUT mkdir -p ./accuracy python ./scripts/run_accuracy.py \ --model "${{ matrix.model_name }}" \ --output "./accuracy/${markdown_name}.md" \ --vllm_ascend_version "${{ env.GHA_VLLM_ASCEND_VERSION || github.ref }}" \ --cann_version "${{ env.GHA_CANN_VERSION }}" \ --torch_npu_version "${{ env.GHA_TORCH_NPU_VERSION }}" \ --torch_version "${{ env.GHA_TORCH_VERSION }}" \ --vllm_version "${{ env.GHA_VLLM_VERSION }}" \ --vllm_commit "${{ env.VLLM_COMMIT }}" \ --vllm_ascend_commit "${{ env.VLLM_ASCEND_COMMIT }}" \ - name: Generate step summary if: ${{ always() }} run: | cat ./benchmarks/accuracy/${{ steps.report.outputs.markdown_name }}.md >> $GITHUB_STEP_SUMMARY - name: Sanitize version string for artifact naming run: | SAFE_VLLM_ASCEND_VERSION="${GHA_VLLM_ASCEND_VERSION//\//-}" echo "SAFE_VLLM_ASCEND_VERSION=$SAFE_VLLM_ASCEND_VERSION" >> "$GITHUB_ENV" - name: Check report first line for failure id: check_report run: | REPORT_PATH="./benchmarks/accuracy/${{ steps.report.outputs.markdown_name }}.md" echo "Scanning $REPORT_PATH for ❌ …" if grep -q '❌' "$REPORT_PATH"; then echo "contains_fail=true" >> $GITHUB_OUTPUT else echo "contains_fail=false" >> $GITHUB_OUTPUT fi - name: Upload Report if: ${{ github.event_name == 'workflow_dispatch' && steps.check_report.outputs.contains_fail == 'false' }} uses: actions/upload-artifact@v4 with: name: "report-${{ env.SAFE_VLLM_ASCEND_VERSION }}-${{ steps.report.outputs.markdown_name }}" path: ./benchmarks/accuracy/${{ steps.report.outputs.markdown_name }}.md if-no-files-found: warn retention-days: 90 overwrite: true create_pr: runs-on: ubuntu-latest needs: accuracy_tests if: ${{ github.event_name == 'workflow_dispatch' }} env: UPSTREAM_REPO: vllm-project/vllm-ascend steps: - name: Checkout repository uses: actions/checkout@v4 with: repository: vllm-ascend-ci/vllm-ascend token: ${{ secrets.PAT_TOKEN }} ref: main - name: Add upstream remote run: | git remote add upstream https://github.com/${{ env.UPSTREAM_REPO }}.git git fetch upstream git remote -v - name: Set Git user info dynamically run: | git config user.name "${{ github.actor }}" git config user.email "${{ github.actor }}@users.noreply.github.com" - name: Create or switch to branch run: | TIMESTAMP=$(date +%Y%m%d%H%M%S) BRANCH_NAME="auto-pr/accuracy-report-${TIMESTAMP}" echo "BRANCH_NAME=${BRANCH_NAME}" >> $GITHUB_ENV git checkout -B "${BRANCH_NAME}" upstream/${{ github.event.inputs.vllm-ascend-version }} - name: Download only current run reports uses: actions/download-artifact@v4 with: path: ./docs/source/developer_guide/evaluation/accuracy_report pattern: report-* github-token: ${{ secrets.GITHUB_TOKEN }} run-id: ${{ github.run_id }} - name: Delete old report run: | find ./docs/source/developer_guide/evaluation/accuracy_report -maxdepth 1 -type f -name '*.md' ! -name 'index.md' -delete find ./docs/source/developer_guide/evaluation/accuracy_report -mindepth 2 -type f -name '*.md' -exec mv -f {} ./docs/source/developer_guide/evaluation/accuracy_report \; find ./docs/source/developer_guide/evaluation/accuracy_report -mindepth 1 -type d -empty -delete - name: Update accuracy_report/index.md run: | REPORT_DIR="./docs/source/developer_guide/evaluation/accuracy_report" INDEX_MD="$REPORT_DIR/index.md" { echo "# Accuracy Report" echo "" echo ":::{toctree}" echo ":caption: Accuracy Report" echo ":maxdepth: 1" for report in "$REPORT_DIR"/*.md; do filename="$(basename "$report" .md)" if [ "$filename" != "index" ]; then echo "$filename" fi done echo ":::" } > "$INDEX_MD" - name: push accuracy report env: GITHUB_TOKEN: ${{ secrets.PAT_TOKEN }} run: | git add ./docs/source/developer_guide/evaluation/accuracy_report/*.md git commit -s -m "[Doc] Update accuracy reports for ${{ github.event.inputs.vllm-ascend-version }}" git push -f origin "${{ env.BRANCH_NAME }}" - name: Create PR in upstream via API uses: actions/github-script@v7 with: github-token: ${{ secrets.PAT_TOKEN }} script: | const pr = await github.rest.pulls.create({ owner: 'vllm-project', repo: 'vllm-ascend', head: `vllm-ascend-ci:${{ env.BRANCH_NAME }}`, base: '${{ github.event.inputs.vllm-ascend-version }}', title: `[Doc] Update accuracy reports for ${{ github.event.inputs.vllm-ascend-version }}`, body: `The accuracy results running on NPU Altlas A2 have changed, updating reports for: ${{ github.event.inputs.models == 'all' && 'All models (Qwen/Qwen3-30B-A3B, Qwen2.5-VL-7B-Instruct, Qwen3-8B-Base)' || github.event.inputs.models }} - [Workflow run][1] [1]: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}` }); core.info(`Created PR #${pr.data.number}`);