Evaluating the Generalization Ability of Quantized LLMs: Benchmark,
Analysis, and Toolbox

Evaluating the Generalization Ability of Quantized LLMs: Benchmark, Analysis, and Toolbox

15 June 2024

Zhi Wang

Wenwu Zhu

Papers citing "Evaluating the Generalization Ability of Quantized LLMs: Benchmark, Analysis, and Toolbox"

9 / 9 papers shown

Title
Stability in Single-Peaked Strategic Resource Selection Games Henri Zeiler 29 3 0 09 May 2025
A Survey on Evaluation of Out-of-Distribution Generalization Han Yu Jiashuo Liu Xingxuan Zhang Jiayun Wu Peng Cui OOD 44 8 0 04 Mar 2024
Evaluating Quantized Large Language Models Shiyao Li Xuefei Ning Luning Wang Tengxuan Liu Xiangsheng Shi Shengen Yan Guohao Dai Huazhong Yang Yu-Xiang Wang MQ 43 43 0 28 Feb 2024
ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts Yuta Koreeda Christopher D. Manning AILaw 89 96 0 05 Oct 2021
Latent Hatred: A Benchmark for Understanding Implicit Hate Speech Mai Elsherief Caleb Ziems D. Muchlinski Vaishnavi Anupindi Jordyn Seybolt M. D. Choudhury Diyi Yang 94 236 0 11 Sep 2021
DynaSent: A Dynamic Benchmark for Sentiment Analysis Christopher Potts Zhengxuan Wu Atticus Geiger Douwe Kiela 230 77 0 30 Dec 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 231 4,460 0 23 Jan 2020
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 210 807 0 13 Sep 2019
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,956 0 20 Apr 2018