Create, train, and deploy a billion-parameter language model on terabytes of data with TensorFlow and Amazon SageMaker
AWS Machine Learning
JUNE 13, 2022
We face several challenges when training large-scale deep learning models, especially the new wave of generative pre-trained transformers. The Transformer model architecture allows for significantly better parallelization and can achieve high performance in relatively short training time. Distributed training.
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