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Automatic Rank Allocation for Low-Rank Adaptation in Large Language Models via lp Regularization

arXiv cs.LG ↗ · 2026-09-25 Cached

This paper introduces ℓp-LoRA, a principled method for automatic rank allocation in low-rank adaptation using ℓp regularization, demonstrating competitive performance on NLP tasks.

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automatic-rank-allocation

Automatic Rank Allocation for Low-Rank Adaptation in Large Language Models via lp Regularization

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