UniComp: A Unified Evaluation of Large Language Model Compression via Pruning, Quantization and Distillation

Jonathan von Rad, Yong Cao, Andreas Geiger

Model compression is increasingly essential for deploying large language models (LLMs), yet existing comparative studies largely focus on pruning and quantization evaluated primari…