Jiucai Liu

Pruning Large Language Models via Accuracy Predictor

2023 · arXiv (Cornell University)

Large language models(LLMs) containing tens of billions of parameters (or even more) have demonstrated impressive capabilities in various NLP tasks. However, substantial model size poses challenges to training, inference, and deployment so that it is …