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Natural Language Processing: From one-hot vectors to billion parameter models by Pascal Janetzky The speed of NLG software is especially useful for producing news and other time-sensitive stories on the internet. Mixture of Experts architectures enable large-scale models, even those comprising many billions of parameters, to greatly reduce computation costs during pre-training and achieve faster

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