Optimizing Singular Spectrum for Large Language Model Compression

arXiv:2502.15092 · cs.CL · Submitted 2025-02-20 · Read on arXiv

cs.CL

Submitted: 2025-02-20

Updated: 2026-10-16

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Model Compression — 4× in this paper · explained in 2 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 8 episodes
• Singular Value Decomposition (SVD) — 1× in this paper · explained in 2 episodes

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