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News/Embracing Anisotropy: Turning Massive Activations into Interpretable Control Knobs for Large Language Models
arxiv
PublishedJune 3, 2026 at 4:00 AM

Embracing Anisotropy: Turning Massive Activations into Interpretable Control Knobs for Large Language Models

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arXiv:2603.00029v3 Announce Type: replace Abstract: Large Language Models (LLMs) exhibit highly anisotropic internal representations, often characterized by massive activations, a phenomenon where a small subset of feature dimensions possesses magnitudes significantly larger than the rest. While pri

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