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AIUI, the thinking when developing transformers might have been that "reading text A vs. text B" just isn't parallel enough for truly large-scale training. The
by zozbot234 1y ago
AIUI, the thinking when developing transformers might have been that "reading text A vs. text B" just isn't parallel enough for truly large-scale training. The problem was to somehow also parallelize the learning of very long range dependencies within a single sequence, and transformers managed to do that.