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Algebraic Invariants of Lightning Self-Attention

Alexandr, Yulia et al.
arXiv (All) · Papers
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algebraic-geometrymachine-learning
We study the polynomial coefficients of lightning self-attention as coordinates of an algebraic variety. In the single-token case, we characterize the coefficient variety as a rank-constrained Chow-type variety and derive algebraic equations from this description. For multiple tokens, linear relatio
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