Push HuggingFace Model to S3 from HuggingFace Hub #1
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| name: Push HuggingFace Model to S3 from HuggingFace Hub | |
| on: | |
| workflow_dispatch: | |
| permissions: | |
| id-token: write | |
| contents: read | |
| env: | |
| AWS_REGION: "us-east-1" | |
| ENVIRONMENT: ${{ github.ref_name == 'main' && 'prod' || github.ref_name == 'test' && 'test' }} | |
| HF_USERNAME: "tabularisai" | |
| HF_REPOSITORY_NAME: "multilingual-sentiment-analysis" | |
| jobs: | |
| push_model_to_s3: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout Code | |
| uses: actions/checkout@v3 | |
| - name: Clone HuggingFace Repository | |
| run: | | |
| git clone https://huggingface.co/${{ env.HF_USERNAME }}/${{ env.HF_REPOSITORY_NAME }} | |
| - name: Create Model Archive | |
| run: | | |
| cd ${{ env.HF_REPOSITORY_NAME }} | |
| tar -czvf model.tar.gz * | |
| - name: Configure AWS Credentials | |
| uses: aws-actions/configure-aws-credentials@v4 | |
| with: | |
| audience: sts.amazonaws.com | |
| aws-region: ${{ env.AWS_REGION }} | |
| role-to-assume: arn:aws:iam::639269844451:role/github-actions | |
| role-session-name: ${{ env.ENVIRONMENT }}-deployment | |
| - name: Upload Model to S3 | |
| env: | |
| S3_BUCKET_NAME: "sagemaker-us-east-1-639269844451" | |
| S3_MODEL_KEY: "${{ env.ENVIRONMENT }}/${{ env.HF_USERNAME }}/${{ env.HF_REPOSITORY_NAME }}/model.tar.gz" | |
| run: | | |
| cd ${{ env.HF_REPOSITORY_NAME }} | |
| aws s3 cp model.tar.gz s3://${{ env.S3_BUCKET_NAME }}/${{ env.S3_MODEL_KEY }} --no-progress |