Philipp Schmid • 6/6/2023

Fine-tune BERT for Text Classification on AWS Trainium

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This technical guide provides a step-by-step tutorial for setting up an AWS Trainium (Trn1) instance, preparing the environment, and fine-tuning a Hugging Face BERT model for a text classification task using the Optimum Neuron library. It covers instance configuration, dataset processing, and launching distributed training.

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#Text Classification #Bert #Hugging Face Transformers
Fine-tune BERT for Text Classification on AWS Trainium

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