Pietro Tropeano

As easy as PIE: understanding when pruning causes language models to disagree

2025 · arXiv (Cornell University)

Language Model (LM) pruning compresses the model by removing weights, nodes, or other parts of its architecture. Typically, pruning focuses on the resulting efficiency gains at the cost of effectiveness. However, when looking at how …