Zero Sum SVD: Balancing Loss Sensitivity for Low Rank LLM Compression

Ali Abbasi, Chayne Thrash, Haoran Qin +3

Advances in large language models have driven strong performance across many tasks, but their memory and compute costs still hinder deployment. SVD-based compression reduces storag…