Less is KEN: a Universal and Simple Non-Parametric Pruning Algorithm for Large Language Models

Michele Mastromattei, Fabio Massimo Zanzotto

Neural network pruning has become increasingly crucial due to the complexity of these models and their widespread use in various fields. Existing pruning algorithms often suffer fr…