New Serverless BERT with Huggingface, AWS Lambda, and AWS EFS
Read OriginalThis technical article details an improved method for deploying a serverless BERT model for question-answering using Hugging Face's Transformers library. It addresses drawbacks like cold start and dependency size from a previous approach by leveraging AWS EFS mounted to AWS Lambda via the efsync tool, alongside the Serverless Framework and Terraform for infrastructure.
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