Jul 2026
Unified Static-Dynamic Pruning for Efficient LLM Inference
SPDP advances the inference efficiency-quality Pareto frontier, showing that unified static-dynamic pruning can deliver substantial throughput and performance-per-watt improvements in large-scale LLM serving.
Jin-hong Kim, Yejoo Lee, Jaeyoung Do
· Proceedings of the VLDB Endo... · 0 citations