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Deploying HuggingFace sentiment-analysis model using AWS SAM

Steps to deploy TweetEval model:

  • run python manually_download_model_before_deployment
  • Make sure SAM is configured correctly
  • Make sure your AWS accout has the necesary permissions: it will use Lambda, ECS, ECR, AIM, S3
  • sam build
  • sam deploy --resolve-image-repos, or in case you use a profile sam deploy --resolve-image-repos --profile mfa

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Code to deploy a HuggingFace model to AWS Lambda using SAM

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