Hiplora
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Recommendedpaper · 2026-04-21
“To resolve this, we propose HiP-LoRA, a spectrum-aware adaptation framework. ... Experiments on Llama-3.1-8B demonstrate that under matched budgets, HiP-LoRA drastically reduces pretraining degradation and multi-adapter MergeFail, robustly outperforming baselines”
HiP-LoRA Mitigates Spectral Interference in LoRA via Budgeted Principal and Resi ↗