Try macOS 14 #4
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| name: Experimental - build machine learning model | |
| on: | |
| push: | |
| paths-ignore: | |
| - 'javascript/**' | |
| - 'java/**' | |
| pull_request: | |
| paths-ignore: | |
| - 'javascript/**' | |
| - 'java/**' | |
| permissions: | |
| contents: read | |
| jobs: | |
| train-model: | |
| runs-on: macos-14-xlarge | |
| strategy: | |
| fail-fast: false | |
| steps: | |
| - name: Harden Runner | |
| uses: step-security/harden-runner@17d0e2bd7d51742c71671bd19fa12bdc9d40a3d6 # v2.8.1 | |
| with: | |
| egress-policy: audit | |
| - uses: actions/checkout@692973e3d937129bcbf40652eb9f2f61becf3332 # v4.1.7 | |
| - name: Setup python 3.10 | |
| uses: actions/setup-python@82c7e631bb3cdc910f68e0081d67478d79c6982d # v5.1.0 | |
| with: | |
| python-version: '3.10' | |
| - name: Install requirements | |
| run: | | |
| python -m pip install --upgrade pip | |
| python -m pip install ".[dev]" | |
| python -m pip install jax-metal | |
| - name: Train | |
| run: | | |
| curl -o knbc.tar.bz2 https://nlp.ist.i.kyoto-u.ac.jp/kuntt/KNBC_v1.0_090925_utf8.tar.bz2 | |
| tar -xf knbc.tar.bz2 | |
| python ./scripts/prepare_knbc.py KNBC_v1.0_090925_utf8 -o source_knbc.txt | |
| python ./scripts/encode_data.py source_knbc.txt -o encoded_data.txt | |
| python ./scripts/train.py encoded_data.txt -o weights.txt | |
| python ./scripts/build_model.py weights.txt -o mymodel.json |