Distribution-Aware Companding Quantization of Large Language Models

Athul Radhakrishnan, Siddhant Mohan, Mahima Sachdeva

Large language models such as GPT and Llama are trained with a next-token prediction loss. In this work, we suggest that training language models to predict multiple future tokens…