daily_run_test #340
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| name: daily_run_test | |
| on: | |
| workflow_dispatch: | |
| schedule: | |
| - cron: '56 16 * * *' | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }} | |
| cancel-in-progress: true | |
| env: | |
| CONDA_ENV: opencompass_regression | |
| PIP_CACHE_PATH: /cpfs01/user/qa-llm-cicd/.cache/pip | |
| USERSPACE_PREFIX: /cpfs01/user/qa-llm-cicd | |
| HF_CACHE_PATH: /cpfs01/shared/public/public_hdd/llmeval/model_weights/hf_hub | |
| DATEASET_CACHE_PATH: /cpfs01/shared/public/public_hdd/llmeval/llm-evaluation-datasets | |
| HF_DATASETS_OFFLINE: 1 | |
| TRANSFORMERS_OFFLINE: 1 | |
| HF_HUB_OFFLINE: 1 | |
| TRITON_PTXAS_PATH: /usr/local/cuda/bin/ptxas | |
| jobs: | |
| build-pypi: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v2 | |
| - name: Set up Python 3.7 | |
| uses: actions/setup-python@v1 | |
| with: | |
| python-version: 3.7 | |
| - name: Build lagent | |
| run: | | |
| pip install wheel | |
| python setup.py sdist bdist_wheel | |
| - name: Upload Artifacts | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| if-no-files-found: error | |
| path: dist/* | |
| retention-days: 1 | |
| name: my-artifact-${{ github.run_id }} | |
| daily_run_test: | |
| needs: build-pypi | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| cuda_env: [dsw_cu11, dsw_cu12] | |
| runs-on: ${{ matrix.cuda_env }} | |
| environment: 'prod' | |
| timeout-minutes: 420 #7hours | |
| steps: | |
| - name: Clone repository | |
| uses: actions/checkout@v2 | |
| - name: Download Artifacts | |
| uses: actions/download-artifact@v4 | |
| with: | |
| name: my-artifact-${{ github.run_id }} | |
| - name: Prepare - create conda env and install torch - cu11 | |
| if: ${{matrix.cuda_env == 'dsw_cu11'}} | |
| run: | | |
| . /cpfs01/shared/public/qa-llm-cicd/miniconda3/bin/activate | |
| conda create -y --name ${{env.CONDA_ENV}}_${{ matrix.cuda_env }} python=3.10 | |
| conda activate ${{env.CONDA_ENV}}_${{ matrix.cuda_env }} | |
| pip install opencompass*.whl | |
| pip install /cpfs01/user/qa-llm-cicd/packages/lmdeploy-0.6.0+cu118-cp310-cp310-manylinux2014_x86_64.whl --cache-dir ${{env.PIP_CACHE_PATH}} | |
| pip install /cpfs01/user/qa-llm-cicd/packages/vllm-0.6.1.post1+cu118-cp310-cp310-manylinux1_x86_64.whl --cache-dir ${{env.PIP_CACHE_PATH}} | |
| pip install human_eval transformers protobuf pytest gguf msgspec librosa vllm_flash_attn bitsandbytes --cache-dir ${{env.PIP_CACHE_PATH}} | |
| pip uninstall torch torchvision torchaudio -y | |
| pip install torch==2.4.0 torchvision==0.19.0 torchaudio==2.4.0 --cache-dir ${{env.PIP_CACHE_PATH}} --index-url https://download.pytorch.org/whl/cu118 | |
| FLASH_ATTENTION_FORCE_BUILD=TRUE pip install /cpfs01/user/qa-llm-cicd/packages/flash_attn-2.6.3+cu118torch2.4cxx11abiFALSE-cp310-cp310-linux_x86_64.whl | |
| pip install /cpfs01/user/qa-llm-cicd/packages/xformers-0.0.27.post2+cu118-cp310-cp310-manylinux2014_x86_64.whl --cache-dir ${{env.PIP_CACHE_PATH}} | |
| conda info --envs | |
| pip list | |
| - name: Prepare - create conda env and install torch - cu12 | |
| if: ${{matrix.cuda_env == 'dsw_cu12'}} | |
| run: | | |
| . /cpfs01/shared/public/qa-llm-cicd/miniconda3/bin/activate | |
| conda create -y --name ${{env.CONDA_ENV}}_${{ matrix.cuda_env }} python=3.10 | |
| conda activate ${{env.CONDA_ENV}}_${{ matrix.cuda_env }} | |
| pip install opencompass*.whl | |
| pip install opencompass[lmdeploy] | |
| pip install opencompass[vllm] | |
| pip install human_eval transformers protobuf pytest gguf msgspec librosa vllm_flash_attn bitsandbytes --cache-dir ${{env.PIP_CACHE_PATH}} | |
| pip uninstall torch torchvision torchaudio -y | |
| pip install torch==2.4.0 torchvision==0.19.0 torchaudio==2.4.0 --cache-dir ${{env.PIP_CACHE_PATH}} | |
| FLASH_ATTENTION_FORCE_BUILD=TRUE pip install /cpfs01/user/qa-llm-cicd/packages/flash_attn-2.6.3+cu123torch2.4cxx11abiFALSE-cp310-cp310-linux_x86_64.whl | |
| pip install /cpfs01/user/qa-llm-cicd/packages/xformers-0.0.27.post2-cp310-cp310-manylinux2014_x86_64.whl --cache-dir ${{env.PIP_CACHE_PATH}} | |
| conda info --envs | |
| pip list | |
| - name: Prepare - prepare data and hf model | |
| run: | | |
| ln -s ${{env.DATEASET_CACHE_PATH}} data | |
| rm -rf ~/.cache/huggingface/hub -f && mkdir ~/.cache -p && mkdir ~/.cache/huggingface -p | |
| ln -s ${{env.HF_CACHE_PATH}} ~/.cache/huggingface/hub | |
| - name: Run chat model test | |
| run: | | |
| . /cpfs01/shared/public/qa-llm-cicd/miniconda3/bin/activate | |
| conda activate ${{env.CONDA_ENV}}_${{ matrix.cuda_env }} | |
| conda info --envs | |
| sed -i 's/judgemodel/'$(tail -n 1 /cpfs01/shared/public/llmeval/share_info/compassjuder_ip.txt)'/g' .github/scripts/eval_regression_chat.py | |
| opencompass .github/scripts/eval_regression_chat.py --work-dir /cpfs01/user/qa-llm-cicd/report/${{ github.run_id }}/chat_${{ matrix.cuda_env }} --reuse --max-num-workers 2 | |
| rm regression_result_daily -f && ln -s /cpfs01/user/qa-llm-cicd/report/${{ github.run_id }}/chat_${{ matrix.cuda_env }}/*/summary regression_result_daily | |
| python -m pytest -m chat -s -v --color=yes .github/scripts/oc_score_assert.py | |
| - name: Run base model test | |
| run: | | |
| . /cpfs01/shared/public/qa-llm-cicd/miniconda3/bin/activate | |
| conda activate ${{env.CONDA_ENV}}_${{ matrix.cuda_env }} | |
| conda info --envs | |
| opencompass .github/scripts/eval_regression_base.py --work-dir /cpfs01/user/qa-llm-cicd/report/${{ github.run_id }}/base_${{ matrix.cuda_env }} --reuse --max-num-workers 2 | |
| rm regression_result_daily -f && ln -s /cpfs01/user/qa-llm-cicd/report/${{ github.run_id }}/base_${{ matrix.cuda_env }}/*/summary regression_result_daily | |
| python -m pytest -m base -s -v --color=yes .github/scripts/oc_score_assert.py | |
| - name: Run command testcase | |
| run: | | |
| . /cpfs01/shared/public/qa-llm-cicd/miniconda3/bin/activate | |
| conda activate ${{env.CONDA_ENV}}_${{ matrix.cuda_env }} | |
| conda info --envs | |
| export from_tf=TRUE | |
| python tools/list_configs.py internlm2_5 mmlu | |
| opencompass --models hf_internlm2_5_7b --datasets race_ppl demo_gsm8k_chat_gen --work-dir /cpfs01/user/qa-llm-cicd/report/${{ github.run_id }}/cmd1_${{ matrix.cuda_env }} --reuse --max-num-workers 2 | |
| rm regression_result_daily -f && ln -s /cpfs01/user/qa-llm-cicd/report/${{ github.run_id }}/cmd1_${{ matrix.cuda_env }}/*/summary regression_result_daily | |
| python -m pytest -m case1 -s -v --color=yes .github/scripts/oc_score_assert.py | |
| opencompass --models hf_internlm2_5_7b_chat hf_internlm2_5_1_8b_chat --datasets race_gen demo_gsm8k_chat_gen -a lmdeploy --work-dir /cpfs01/user/qa-llm-cicd/report/${{ github.run_id }}/cmd2 --reuse --max-num-workers 2 | |
| rm regression_result_daily -f && ln -s /cpfs01/user/qa-llm-cicd/report/${{ github.run_id }}/cmd2_${{ matrix.cuda_env }}/*/summary regression_result_daily | |
| python -m pytest -m case2 -s -v --color=yes .github/scripts/oc_score_assert.py | |
| opencompass --datasets race_ppl demo_gsm8k_chat_gen --hf-type base --hf-path internlm/internlm2_5-7b --work-dir /cpfs01/user/qa-llm-cicd/report/${{ github.run_id }}/cmd3 --reuse --max-num-workers 2 | |
| rm regression_result_daily -f && ln -s /cpfs01/user/qa-llm-cicd/report/${{ github.run_id }}/cmd3_${{ matrix.cuda_env }}/*/summary regression_result_daily | |
| python -m pytest -m case3 -s -v --color=yes .github/scripts/oc_score_assert.py | |
| opencompass --datasets race_gen demo_gsm8k_chat_gen --hf-type chat --hf-path internlm/internlm2_5-7b-chat --work-dir /cpfs01/user/qa-llm-cicd/report/${{ github.run_id }}/cmd4 --reuse --max-num-workers 2 | |
| rm regression_result_daily -f && ln -s /cpfs01/user/qa-llm-cicd/report/${{ github.run_id }}/cmd4_${{ matrix.cuda_env }}/*/summary regression_result_daily | |
| python -m pytest -m case4 -s -v --color=yes .github/scripts/oc_score_assert.py | |
| - name: Remove Conda Env | |
| if: always() | |
| run: | | |
| rm -rf regression_result_daily | |
| . /cpfs01/shared/public/qa-llm-cicd/miniconda3/bin/activate | |
| conda env remove -y --name ${{env.CONDA_ENV}}_${{ matrix.cuda_env }} | |
| conda info --envs | |
| notify_to_feishu: | |
| if: ${{ always() && !cancelled() && contains(needs.*.result, 'failure') && (github.ref_name == 'develop' || github.ref_name == 'main') }} | |
| needs: [daily_run_test] | |
| environment: 'prod' | |
| timeout-minutes: 5 | |
| runs-on: self-hosted | |
| steps: | |
| - name: notify | |
| run: | | |
| curl -X POST -H "Content-Type: application/json" -d '{"msg_type":"post","content":{"post":{"zh_cn":{"title":"Opencompass- Daily test failed","content":[[{"tag":"text","text":"branch: ${{github.ref_name}}, run action: ${{github.workflow}} failed. "},{"tag":"a","text":"Please click here for details ","href":"https://github.com/'${{ github.repository }}'/actions/runs/'${GITHUB_RUN_ID}'"},{"tag":"at","user_id":"'${{ secrets.USER_ID }}'"}]]}}}}' ${{ secrets.WEBHOOK_URL }} |