[Minor] Add dataset NPMM-bench #1093
Workflow file for this run
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| name: pr_run_test | |
| on: | |
| pull_request: | |
| branches: | |
| - "main" | |
| paths-ignore: | |
| - "docs/**" | |
| - "**.md" | |
| workflow_dispatch: | |
| schedule: | |
| - cron: '56 01 * * *' | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} | |
| cancel-in-progress: true | |
| env: | |
| BASE_SCORE: '{"MMBench_V11_MINI":{"Qwen2.5-VL-7B-Instruct":0.76363636,"InternVL3-8B":0.92727273,"llava-onevision-qwen2-0.5b-ov-hf":0.45454545},"MMStar_MINI":{"Qwen2.5-VL-7B-Instruct":0.6133333333333333,"InternVL3-8B":0.7,"llava-onevision-qwen2-0.5b-ov-hf":0.36},"AI2D_MINI":{"Qwen2.5-VL-7B-Instruct":0.7651821862348178,"InternVL3-8B":0.8218623481781376,"llava-onevision-qwen2-0.5b-ov-hf":0.48582995951417},"OCRBench_MINI":{"Qwen2.5-VL-7B-Instruct":15.7,"InternVL3-8B":17.3,"llava-onevision-qwen2-0.5b-ov-hf":5.5}}' | |
| HF_HUB_CACHE: /mnt/shared-storage-gpfs2/gpfs2-shared-public/huggingface/hub | |
| HF_HUB_OFFLINE: 1 | |
| CONDA_PATH: /mnt/shared-storage-user/opencompass-shared/qa-llm-cicd/miniconda3 | |
| CONDA_ENV: vlm_pr_test | |
| KUBEBRAIN_CLUSTER_ENTRY: https://h.pjlab.org.cn | |
| KUBEBRAIN_NAMESPACE: ailab-opencompass | |
| jobs: | |
| vlm_test: | |
| if: ${{!cancelled()}} | |
| runs-on: [yidian_cu12_mllm] | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| dataset: ["MMBench_V11_MINI MMStar_MINI AI2D_MINI","OCRBench_MINI"] | |
| model: ['llava-onevision-qwen2-0.5b-ov-hf', 'InternVL3-8B', 'Qwen2.5-VL-7B-Instruct'] | |
| include: | |
| - model: llava-onevision-qwen2-0.5b-ov-hf | |
| model_name: llava | |
| - model: Qwen2.5-VL-7B-Instruct | |
| model_name: qwen | |
| - model: InternVL3-8B | |
| model_name: internvl | |
| - dataset: MMBench_V11_MINI MMStar_MINI AI2D_MINI | |
| dataset_name: mmbench | |
| - dataset: OCRBench_MINI | |
| dataset_name: ocrbench | |
| steps: | |
| - name: Clean workdir | |
| run: sudo git clean -ffdx | |
| - name: clone_repo | |
| uses: actions/checkout@v3 | |
| - name: reinstall vlmeval | |
| run: | | |
| . ${{env.CONDA_PATH}}/bin/activate | |
| conda activate ${{env.CONDA_ENV}} | |
| pip uninstall vlmeval -y | |
| pip install . | |
| pip install numpy==1.23.0 transformers==4.57.1 | |
| - name: evaluation_model | |
| run: | | |
| . ${{env.CONDA_PATH}}/bin/activate | |
| conda activate ${{env.CONDA_ENV}} | |
| pip list | |
| rjob submit --metadata-name=vllm-pr-test-${{ github.run_id }}-${{matrix.model_name}}-${{matrix.dataset_name}}-${{ github.run_attempt }} --charged-group=opencompass_gpu --private-machine=group --group=opencompass_gpu --gpu=1 --cpu=16 --memory=32568 --private-machine=group --image=registry.h.pjlab.org.cn/ailab-puyu-puyu_wsp_cpu/vlmevalkit:auto-v0.0.10 --env=HF_HUB_CACHE=/mnt/shared-storage-gpfs2/gpfs2-shared-public/huggingface/hub --env=HF_HUB_OFFLINE=1 --env=LMUData=/mnt/shared-storage-user/opencompass-shared/qa-llm-cicd/LMUData --mount=gpfs://gpfs1/qa-llm-cicd:/mnt/shared-storage-user/qa-llm-cicd --mount=gpfs://gpfs1/opencompass-shared:/mnt/shared-storage-user/opencompass-shared --mount=gpfs://gpfs1/auto-eval-pipeline:/mnt/shared-storage-user/auto-eval-pipeline --mount=gpfs://gpfs2/gpfs2-shared-public:/mnt/shared-storage-gpfs2/gpfs2-shared-public --mount=gpfs://gpfs1/mllm:/mnt/shared-storage-user/mllm --host-network=True -- bash -exc 'cd ${{github.workspace}}; source /mnt/shared-storage-user/opencompass-shared/qa-llm-cicd/miniconda3/bin/activate; conda activate ${{env.CONDA_ENV}}; python run.py --data ${{matrix.dataset}} --model ${{matrix.model}} --work-dir /mnt/shared-storage-user/mllm/qa-llm-cicd/eval_report/${{ github.run_id }}/${{matrix.model}} --reuse --judge exact_matching 2>&1' | |
| for i in {1..1200}; do | |
| current_status=$(rjob get vllm-pr-test-${{ github.run_id }}-${{matrix.model_name}}-${{matrix.dataset_name}}-${{ github.run_attempt }} | grep -oP 'rjob [^:]+: \K[^ ]+') | |
| echo "Current status: $current_status, stop checking" | |
| if [[ $current_status == "Succeeded" ]]; then | |
| echo "Task succeeded" | |
| rjob logs job vllm-pr-test-${{ github.run_id }}-${{matrix.model_name}}-${{matrix.dataset_name}}-${{ github.run_attempt }} -n 100 | |
| exit 0 | |
| elif [[ $current_status == "Failed" || $current_status == "Stopped" ]]; then | |
| echo "Task failed or stopped, fetching logs" | |
| rjob logs job vllm-pr-test-${{ github.run_id }}-${{matrix.model_name}}-${{matrix.dataset_name}}-${{ github.run_attempt }} | |
| exit 1 | |
| fi | |
| sleep 6 | |
| done | |
| rjob stop vllm-pr-test-${{ github.run_id }}-${{matrix.model_name}}-${{matrix.dataset_name}}-${{ github.run_attempt }} | |
| rjob logs job vllm-pr-test-${{ github.run_id }}-${{matrix.model_name}}-${{matrix.dataset_name}}-${{ github.run_attempt }} -n 100 | |
| echo "Task timeout" | |
| exit 1 | |
| - name: assert_result | |
| run: | | |
| . ${{env.CONDA_PATH}}/bin/activate | |
| conda activate ${{env.CONDA_ENV}} | |
| cp -r /mnt/shared-storage-user/mllm/qa-llm-cicd/eval_report/${{ github.run_id }}/${{matrix.model}} outputs | |
| python .github/scripts/assert_score.py --dataset "${{matrix.dataset}}" --base_score $BASE_SCORE --model-name ${{matrix.model}} |