UPDF AI

A survey on 1-bit quantized large language models

Kritika Tripathi,Devanshi Malik,Abhi Akshat,Kusum Lata

2025 · DOI: 10.1007/s00521-025-11529-3
1 Citations

TLDR

This paper surveys the existing 1-bit quantization approaches, providing insights and recommendations for future work to enable the efficient and cost-effective deployment of LLMs without compromising their performance, broadening their accessibility and applicability.