Philipp Schmid • 4/21/2022

Serverless Inference with Hugging Face's Transformers, DistilBERT and Amazon SageMaker

This technical tutorial explains how to use Hugging Face's Inference DLCs with the Amazon SageMaker Python SDK to create a serverless inference endpoint. It covers setting up the environment, deploying a DistilBERT transformer model, and sending requests, detailing the cost-effective, scalable benefits of serverless inference for machine learning workloads with irregular traffic.

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#Transformers #Hugging Face #Amazon Sagemaker