update hf repo url #3
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name: Deploy HuggingFace Model to S3 from HuggingFace Hub | |
on: | |
push: | |
branches: | |
- test | |
- main | |
workflow_dispatch: | |
permissions: | |
id-token: write | |
contents: read | |
env: | |
AWS_REGION: "us-east-1" | |
HF_MODEL_NAME: "tabularisai/multilingual-sentiment-analysis" | |
ENVIRONMENT: ${{ github.ref_name == 'main' && 'prod' || github.ref_name == 'test' && 'test' }} | |
jobs: | |
deploy_model: | |
runs-on: ubuntu-latest | |
steps: | |
- name: Checkout Code | |
uses: actions/checkout@v3 | |
- name: Clone HuggingFace Repository | |
run: | | |
git clone https://huggingface.co/${{ env.HF_MODEL_NAME }} | |
- name: Create Model Archive | |
run: | | |
cd ${{ env.HF_MODEL_NAME }} | |
tar -czvf model.tar.gz * | |
- name: Configure AWS Credentials | |
uses: aws-actions/configure-aws-credentials@v4 | |
with: | |
audience: sts.amazonaws.com | |
aws-region: ${{ env.AWS_REGION }} | |
role-to-assume: arn:aws:iam::639269844451:role/github-actions | |
role-session-name: testing-deployment | |
- name: Upload Model to S3 | |
env: | |
S3_BUCKET_NAME: "dev-sagemaker-us-east-1-639269844451" | |
S3_MODEL_PATH: "${{ env.ENVIRONMENT }}/${{ env.HF_MODEL_NAME }}/model.tar.gz" | |
run: s3 cp model.tar.gz s3://${{ env.S3_BUCKET_NAME }}/${{ env.S3_MODEL_PATH }} |