Deploy Modal #5
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| name: Deploy Modal | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| model_name: | |
| required: true | |
| description: Specify model supported by sentence-transformers such as intfloat/e5-large-v2, sentence-transformers/all-MiniLM-L6-v2, sentence-transformers/all-mpnet-base-v2 | |
| cpu: | |
| description: Specify a floating-point number of CPU cores, default to 2.0. | |
| memory: | |
| description: Specify minimum memory size required, default to 2048 MB. | |
| timeout: | |
| description: Specify execution timeout, default to 600 seconds. | |
| keep_warm: | |
| description: Specify to keep number of containers warm and running at all times, default to 1. | |
| normalize_embeddings: | |
| description: Normalize embeddings enabled by default. Disable it by specify "0" or "False" | |
| verbose: | |
| description: Verbose logging disabled by default. Enabled it by specify any value, otherwise leave it blank | |
| jobs: | |
| deploy: | |
| runs-on: ubuntu-latest | |
| env: | |
| MODAL_USERNAME: ${{ secrets.MODAL_USERNAME }} | |
| MODAL_TOKEN_ID: ${{ secrets.MODAL_TOKEN_ID }} | |
| MODAL_TOKEN_SECRET: ${{ secrets.MODAL_TOKEN_SECRET }} | |
| MODEL: ${{ github.event.inputs.model_name }} | |
| CPU: ${{ github.event.inputs.cpu || '2.0' }} | |
| MEMORY: ${{ github.event.inputs.memory || '2048' }} | |
| TIMEOUT: ${{ github.event.inputs.timeout || '600' }} | |
| KEEP_WARM: ${{ github.event.inputs.keep_warm || '1' }} | |
| NORMALIZE_EMBEDDINGS: ${{ github.event.inputs.normalize_embeddings || '1' }} | |
| VERBOSE: ${{ github.event.inputs.verbose }} | |
| steps: | |
| - name: Checkout repo | |
| uses: actions/checkout@v4 | |
| - name: Setup Python | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: "3.11" | |
| - name: Install Python packages | |
| run: pip install modal-client | |
| - name: Set APP_NAME variable | |
| run: | | |
| APP_NAME=$(echo "${{ github.event.inputs.model_name }}" | cut -d'/' -f2 | tr '.' '-') | |
| echo "APP_NAME=${APP_NAME}" >> $GITHUB_ENV | |
| - name: Deploy FastAPI app | |
| run: modal deploy open.text.embeddings.server.modal | |
| - name: Test FastAPI app | |
| run: > | |
| APP=$(echo "${{ github.event.inputs.model_name }}" | cut -d'/' -f2 | tr '.' '-') | |
| echo "https://${{ secrets.MODAL_USERNAME }}--$APP_NAME/v1/embeddings" |