Differentiable Bit-Widths: Co-optimizing Pruning and Quantization via SVD for Ultra-Efficient LLM Compression

arXiv:2610.06026 · cs.CL, cs.AI · Submitted 2026-10-05 · Read on arXiv

cs.CL, cs.AI

Submitted: 2026-10-05

Updated: 2026-10-05

Terminology

• Pruning — 1× in this paper · explained in 4 episodes
• Quantization — 1× in this paper · explained in 12 episodes

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