They’re driving a wave of advances in machine learning some have dubbed transformer AI. Transformer models apply an evolving set of mathematical techniques, called attention or self-attention, to detect subtle ways even distant data elements in a series influence and depend on each other.įirst described in a 2017 paper from Google, transformers are among the newest and one of the most powerful classes of models invented to date. So, What’s a Transformer Model?Ī transformer model is a neural network that learns context and thus meaning by tracking relationships in sequential data like the words in this sentence. They’re not the shape-shifting toy robots on TV or the trash-can-sized tubs on telephone poles. If you want to ride the next big wave in AI, grab a transformer.
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