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Apr, 2024
指令调整能提高LLMs的一致性吗？
Does Instruction Tuning Make LLMs More Consistent?
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Constanza Fierro, Jiaang Li, Anders Søgaard
TL;DR
说明指令调整对模型的一致性有积极影响，提高了零样本性能、思维连贯性和价值对齐，并通过对事实记忆的机制分析解释了这些改进。
Abstract
The purpose of
instruction tuning
is enabling
zero-shot performance
, but
instruction tuning
has also been shown to improve
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