在自然语言处理(Natural Language Processing,NLP)领域,Transformer 模型因其在序列建模中的卓越性能而受到广泛关注。然而,Transformer 及在其基础之上的大语言模型(Large Language Models,LLMs)都不具备有效长度外推(Length Extrapolation)的能力。这意味着,受限于其训练 ...
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Flexible position encoding helps LLMs follow complex instructions and shifting states
Most languages use word position and sentence structure to extract meaning. For example, "The cat sat on the box," is not the ...
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