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实体 Cross-Layer Interaction under Weight-Space Ablation: A Closed-Form Attention Jacobian Bound and a Test on a Real Pretrained Model

Cross-Layer Interaction under Weight-Space Ablation: A Closed-Form Attention Jacobian Bound and a Test on a Real Pretrained Model

PulseAugur coverage of Cross-Layer Interaction under Weight-Space Ablation: A Closed-Form Attention Jacobian Bound and a Test on a Real Pretrained Model — every cluster mentioning Cross-Layer Interaction under Weight-Space Ablation: A Closed-Form Attention Jacobian Bound and a Test on a Real Pretrained Model across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_183076 ·

    新方法通过权重空间消融探究大型语言模型内部机制

    研究人员开发了一种通过检查权重空间消融来分析大型语言模型内部工作原理的方法。该论文通过推导跨层交互的精确公式并为注意力子模块提供闭式雅可比界限,扩展了先前的工作。新技术在Qwen2.5-1.5B-Instruct模型上进行了测试,证明了其在真实预训练模型上的适用性。