Dynamic low-rank sparse adaptation for large language models.arXiv preprint arXiv:2502.14816, 2025

Weizhong Huang, Yuxin Zhang, Xiawu Zheng, Yang Liu, Jing Lin, Yiwu Yao, Rongrong Ji · 2025 · arXiv 2502.14816

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cs.LG · 2026-07-02 · unverdicted · novelty 5.0

DALorRA applies variational Bayesian sparse masking to LoRA ranks to calibrate LLM uncertainty while preserving accuracy.

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Bayesian Sparse Low-Rank Adaptation for Large Language Model Uncertainty Estimation cs.LG · 2026-07-02 · unverdicted · none · ref 19
DALorRA applies variational Bayesian sparse masking to LoRA ranks to calibrate LLM uncertainty while preserving accuracy.