How Does Quantization Affect Multilingual LLMs?

How Does Quantization Affect Multilingual LLMs?

3 July 2024

Kelly Marchisio

Dennis Aumiller

Sara Hooker

Sebastian Ruder

Papers citing "How Does Quantization Affect Multilingual LLMs?"

4 / 4 papers shown

Title
Aggregation Artifacts in Subjective Tasks Collapse Large Language Models' Posteriors Georgios Chochlakis Alexandros Potamianos Kristina Lerman Shrikanth Narayanan 25 0 0 17 Oct 2024
Promoting Data and Model Privacy in Federated Learning through Quantized LoRA Jianhao Zhu Changze Lv Xiaohua Wang Muling Wu Wenhao Liu Tianlong Li Zixuan Ling Cenyuan Zhang Xiaoqing Zheng Xuanjing Huang 16 2 0 16 Jun 2024
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning Shivalika Singh Freddie Vargus Daniel D'souza Börje F. Karlsson Abinaya Mahendiran ... Max Bartolo Julia Kreutzer A. Ustun Marzieh Fadaee Sara Hooker 113 115 0 09 Feb 2024
The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation Orevaoghene Ahia Julia Kreutzer Sara Hooker 97 46 0 06 Oct 2021