最近的一篇论文《LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning》[2]则提出了一个新的名为“Ladder Side-Tuning(LST)”的训练技巧,它号称同时达到了参数高效和训练高效。是否真有这么理想的“过墙梯”?本来就让我们一起来学习一下。 方法大意 其实LST 这把“过墙梯”的结构,用原...
Ladder Side-Tuning（LST）是一种被提出用于大模型微调的技术，旨在实现参数高效和训练高效。它通过在原有预训练模型上构建一个“旁支”，将大模型的部分层输出作为旁枝模型的输入，让所有训练参数集中于旁枝模型中。由于大模型仅提供输入，LST显著减少了反向传播的复杂度，从而提升训练效率。LST实验表明，...
最近的《LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning》论文提出了一种名为“Ladder Side-Tuning（LST）”的训练技巧，宣称能同时实现参数高效与训练高效。LST的核心结构如论文图2所示，其原理在于构建“旁支”（梯子）模型，利用预训练模型的部分层输出作为旁支输入，所有...
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However, on the left side of the rung, the Motor feedback contact does not update until the next scan, which is why you still see it highlighted in green during step 5. Normally-Closed Wiring for PLC Inputs A potential problem with this system as it is designed is that the human ...
I cannot bring the 300 ohm tany nearer the shack as the shack is right at the far right hand side of the antenna and would mean that the 300 ohm would couple with that leg and would need routing near the roof – leading to being near metal. My question is, to what degree do you ...
Fig. 2 Side view of molecular structures: left, a structure of 16 determined by X-ray crystallography; right, a computer-generated structure of 22d. © 2006 IUPAC, Pure and Applied Chemistry 78, 721–730 728 S. YAMAGUCHI et al. Fig. 3 Crystal packing structure of Si-bridged-stilbene...
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Attachment of solubilising side chains gives soluble polyphenylenes in which ahigh degree of torsion between adjacent benzene rings produced by steric interactions between the substituents strongly reduces their electronic interaction. The phenylene units can be made coplanar by bridging them with methine...
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