Add average mmlu accuracy (#287) #222
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| # This workflow will install Python dependencies, run tests and lint with a single version of Python | |
| # For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python | |
| name: Lint and Test Lemonade | |
| on: | |
| push: | |
| branches: ["main"] | |
| pull_request: | |
| branches: ["main"] | |
| permissions: | |
| contents: read | |
| jobs: | |
| make-lemonade: | |
| env: | |
| LEMONADE_CI_MODE: "True" | |
| strategy: | |
| matrix: | |
| os: [ubuntu-latest, windows-latest] | |
| runs-on: ${{ matrix.os }} | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up Miniconda with 64-bit Python | |
| uses: conda-incubator/setup-miniconda@v2 | |
| with: | |
| miniconda-version: "latest" | |
| activate-environment: lemon | |
| python-version: "3.10" | |
| run-post: "false" | |
| - name: Install dependencies | |
| shell: bash -el {0} | |
| run: | | |
| python -m pip install --upgrade pip | |
| conda install pylint | |
| python -m pip check | |
| pip install -e .[llm] | |
| - name: Lint with Black | |
| uses: psf/black@stable | |
| with: | |
| options: "--check --verbose" | |
| src: "./src" | |
| - name: Lint with PyLint | |
| shell: bash -el {0} | |
| run: | | |
| pylint src/lemonade --rcfile .pylintrc --disable E0401 | |
| pylint examples --rcfile .pylintrc --disable E0401,E0611 --jobs=1 | |
| - name: Test HF+CPU server | |
| if: runner.os == 'Windows' | |
| timeout-minutes: 10 | |
| uses: ./.github/actions/server-testing | |
| with: | |
| conda_env: -n lemon | |
| load_command: -i facebook/opt-125m huggingface-load | |
| - name: Run lemonade tests | |
| shell: bash -el {0} | |
| run: | | |
| # Test CLI | |
| lemonade -m -i facebook/opt-125m huggingface-load llm-prompt -p "hi" --max-new-tokens 10 | |
| # Test low-level APIs | |
| python test/lemonade/llm_api.py | |
| # Test high-level LEAP APIs | |
| python examples/lemonade/leap_basic.py | |
| python examples/lemonade/leap_streaming.py | |