Philipp Schmid • 7/5/2022

Hugging Face Transformers and Habana Gaudi AWS DL1 Instances

This technical tutorial provides a step-by-step guide to fine-tuning the XLM-RoBERTa-large model for multi-class, multilingual text classification. It leverages the Hugging Face Transformers, Optimum Habana, and Datasets libraries on a Habana Gaudi-based AWS DL1 instance. The article covers environment setup, dataset processing, using the GaudiTrainer for single and distributed training, and highlights the cost-performance benefits of using Gaudi accelerators.

0 comments

#Deep Learning #Text Classification #Hugging Face Transformers