Philipp Schmid • 11/10/2021

MLOps: End-to-End Hugging Face Transformers with the Hub and SageMaker Pipelines

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This technical tutorial demonstrates how to create a complete MLOps pipeline for fine-tuning and deploying a Hugging Face Transformer model (DistilBERT on the IMDb dataset) using Amazon SageMaker Pipelines. It covers integration with the Hugging Face Hub, SageMaker SDK, Lambda steps for lightweight deployments, and includes prerequisites, code imports, and setup instructions.

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#pipeline #Transformers #Hugging Face
MLOps: End-to-End Hugging Face Transformers with the Hub and SageMaker Pipelines

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