Take the essence and discard the dross: A Rethinking on Data Selection for Fine-Tuning Large Language Models

20 June 2024

Ziche Liu

Haizhou Li

Papers citing "Take the essence and discard the dross: A Rethinking on Data Selection for Fine-Tuning Large Language Models"

3 / 3 papers shown

Title
Ensembles of Low-Rank Expert Adapters Yinghao Li Vianne Gao Chao Zhang MohamadAli Torkamani 50 0 0 31 Jan 2025
LESS: Selecting Influential Data for Targeted Instruction Tuning Mengzhou Xia Sadhika Malladi Suchin Gururangan Sanjeev Arora Danqi Chen 68 180 0 06 Feb 2024
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 220 3,054 0 23 Jan 2020