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News/Task Vector Bases: A Unified and Scalable Framework for Compressed Task Arithmetic
arxiv
PublishedJune 24, 2026 at 4:00 AM
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Task Vector Bases: A Unified and Scalable Framework for Compressed Task Arithmetic

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arXiv:2502.01015v5 Announce Type: replace Abstract: Task arithmetic, representing downstream tasks through linear operations on task vectors, has emerged as a simple yet powerful paradigm for transferring knowledge across diverse settings. However, maintaining a large collection of task vectors intr

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