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| name: Scheduled Retraining | ||
| on: | ||
| schedule: | ||
| # every Sunday at 02:00 UTC | ||
| - cron: '0 2 * * 0' | ||
| jobs: | ||
| retrain: | ||
| runs-on: ubuntu-latest | ||
| steps: | ||
| - uses: actions/checkout@v4 | ||
| - name: Set up Python | ||
| uses: actions/setup-python@v4 | ||
| with: python-version: '3.11' | ||
| - name: Install deps | ||
| run: | | ||
| python -m venv venv | ||
| source venv/bin/activate | ||
| pip install --upgrade pip | ||
| pip install -r requirements.txt | ||
| - name: Run retraining | ||
| run: | | ||
| source venv/bin/activate | ||
| python src/model_training/retrain.py --epochs 1 | ||
| - name: Upload adapter artifact | ||
| uses: actions/upload-artifact@v4 | ||
| with: | ||
| name: opsai-lora-adapter-${{ github.run_id }} | ||
| path: | | ||
| models/adapters/* | ||
