Philipp Schmid • 3/22/2022

Save up to 90% training cost with AWS Spot Instances and Hugging Face Transformers

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This article provides a detailed tutorial on leveraging cost-effective AWS EC2 Spot Instances for training Hugging Face transformer models via Amazon SageMaker. It explains Spot Instance concepts, interruption handling, and demonstrates how to implement managed spot training with S3 checkpointing to prevent data loss, significantly cutting cloud compute expenses.

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#Model Training #Amazon Sagemaker #Hugging Face Transformers
Save up to 90% training cost with AWS Spot Instances and Hugging Face Transformers

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