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2025 ICML ICML 2025

Demystifying Singular Defects in Large Language Models

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Haoqi Wang, Tong Zhang, Mathieu Salzmann

Topics

Artificial Intelligence > Core AI > Interpretability Machine Learning > Core Methods > Representation Learning Artificial Intelligence > Core AI > Large Language Models

Keywords

quantization scheme computational pathways high-norm tokens llm signatures negative eigenvalues singular direction
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