LLM on a Budget: Active Knowledge Distillation for Efficient Classification of Large Text Corpora

Viviana Luccioli, Rithika Iyengar, Ryan Panley +5

Large Language Models (LLMs) are highly accurate in classification tasks, however, substantial computational and financial costs hinder their large-scale deployment in dynamic envi…