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Stratified Selective Sampling for Instruction Tuning with Dedicated Scoring Strategy

28 May 2025
Paramita Mirza
Lucas Weber
Fabian Küch
ArXiv (abs)PDFHTML

Papers citing "Stratified Selective Sampling for Instruction Tuning with Dedicated Scoring Strategy"

2 / 2 papers shown
Title
Take the essence and discard the dross: A Rethinking on Data Selection for Fine-Tuning Large Language Models
Take the essence and discard the dross: A Rethinking on Data Selection for Fine-Tuning Large Language Models
Ziche Liu
Rui Ke
Feng Jiang
Feng Jiang
Haizhou Li
144
2
0
20 Jun 2024
Length-Controlled AlpacaEval: A Simple Way to Debias Automatic Evaluators
Length-Controlled AlpacaEval: A Simple Way to Debias Automatic Evaluators
Yann Dubois
Balázs Galambosi
Percy Liang
Tatsunori Hashimoto
ALM
169
403
0
06 Apr 2024
1