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This repo contains how to deploy pretrained model from hugging face hub to sagemaker and from s3 to sagemaker.

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huggingface

This repo contains how to deploy pretrained model from hugging face hub to sagemaker and from s3 to sagemaker.

  • Create endpoint
  • Create lambda function with code given in notebook "deploy_transformer_model_from_hf_hub"
  • Create Api : rest api, resource, method (lambda) and then deploy it.
  • Stage it
  • Verify in postman.

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This repo contains how to deploy pretrained model from hugging face hub to sagemaker and from s3 to sagemaker.

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