Philipp Schmid • 2/22/2023

Combine Amazon SageMaker and DeepSpeed to fine-tune FLAN-T5 XXL

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This technical tutorial explains how to integrate DeepSpeed into Amazon SageMaker to fine-tune the large language model FLAN-T5 XXL. It covers using model parallelism, multiple GPUs, and DeepSpeed ZeRO on SageMaker to manage infrastructure and efficiently train billion-parameter models, including dataset preparation and script configuration.

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#large language models #Fine Tuning #Amazon Sagemaker
Combine Amazon SageMaker and DeepSpeed to fine-tune FLAN-T5 XXL

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