ChebyMA uses Chebyshev polynomial surfaces to parameterize weight updates, claiming a better parameter-accuracy trade-off than LoRA, TLoRA, and StelLA on CIFAR and text classification.
TLoRA: Tri-Matrix Low-Rank Adaptation of Large Language Models , ISBN =
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Chebyshev Manifold Adaptation
ChebyMA uses Chebyshev polynomial surfaces to parameterize weight updates, claiming a better parameter-accuracy trade-off than LoRA, TLoRA, and StelLA on CIFAR and text classification.