Deploy Modal #11
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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}" >> $GITHUB_ENV | |
| - name: Deploy FastAPI app | |
| run: HOME=$(pwd) 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" |