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-38,4 +38,15 @@ $$ -### Mask +### Mask遮挡 + +这里讲的是生成型任务如语言模型(例如GPT),Mask遮挡的目的是为了防止模型在预测下一个词时“偷看”到未来的信息。这种技术被称为因果遮挡(Causal Masking)或自回归遮挡。在GPT这样的自回归语言模型中,模型被训练为基于之前的词来预测序列中的下一个词。因此,遮挡确保模型在生成当前词时只能使用它之前的词,而不能使用它之后的词,这符合自然语言的生成过程。 + +将矩阵的上三角部分(包括对角线)填充为 `-inf`或者0。 + +image-20240502143837209 + +训练的过程中(语言模型场景),是从前往后训练,然后去预测后面的词(句子),所以训练过程中,我们要遮挡一部分,让模型不知道后面的信息,自动去生成然后校验生成与实际之间的差距。 + + +