When Quantization Affects Confidence of Large Language Models?

1 May 2024

Papers citing "When Quantization Affects Confidence of Large Language Models?"

5 / 5 papers shown

Title
On the Calibration of Massively Multilingual Language Models Kabir Ahuja Sunayana Sitaram Sandipan Dandapat Monojit Choudhury 60 16 0 21 Oct 2022
Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity Dennis Ulmer J. Frellsen Christian Hardmeier 174 22 0 20 Oct 2022
Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis Yuxin Xiao Paul Pu Liang Umang Bhatt W. Neiswanger Ruslan Salakhutdinov Louis-Philippe Morency 167 86 0 10 Oct 2022
Calibration of Pre-trained Transformers Shrey Desai Greg Durrett UQLM 234 288 0 17 Mar 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 223 4,424 0 23 Jan 2020