Author

Z. Gong

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Jul 2026

CoCurve: Cross-Module Co-Pruning Curvature for Training-Free Structured LLM Pruning

CoCurve (Cross-Module Co-Pruning Curvature), a calibration-only, fine-tuning-free method that prunes attention and FFN units jointly, and reduces to one budgeted quadratic program, solved in a single shot under a shared attention--FFN budget, with no labels, fine-tuning, or recovery.

Z. Gong, Zihao Zeng, Zijie Wang et al. · arXiv.org · 1 citation