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Smaller Language Models are capable of selecting Instruction-Tuning
  Training Data for Larger Language Models

Smaller Language Models are capable of selecting Instruction-Tuning Training Data for Larger Language Models

16 February 2024
Dheeraj Mekala
Alex Nguyen
Jingbo Shang
    ALM
ArXivPDFHTML

Papers citing "Smaller Language Models are capable of selecting Instruction-Tuning Training Data for Larger Language Models"

5 / 5 papers shown
Title
The Best Instruction-Tuning Data are Those That Fit
The Best Instruction-Tuning Data are Those That Fit
Dylan Zhang
Qirun Dai
Hao Peng
ALM
115
3
0
06 Feb 2025
DFlow: Diverse Dialogue Flow Simulation with Large Language Models
DFlow: Diverse Dialogue Flow Simulation with Large Language Models
Wanyu Du
Song Feng
James Gung
Lijia Sun
Yi Zhang
Saab Mansour
Yanjun Qi
47
0
0
18 Oct 2024
RegMix: Data Mixture as Regression for Language Model Pre-training
RegMix: Data Mixture as Regression for Language Model Pre-training
Qian Liu
Xiaosen Zheng
Niklas Muennighoff
Guangtao Zeng
Longxu Dou
Tianyu Pang
Jing Jiang
Min-Bin Lin
MoE
67
36
1
01 Jul 2024
Concept-skill Transferability-based Data Selection for Large
  Vision-Language Models
Concept-skill Transferability-based Data Selection for Large Vision-Language Models
Jaewoo Lee
Boyang Li
Sung Ju Hwang
VLM
33
8
0
16 Jun 2024
Perplexed by Perplexity: Perplexity-Based Data Pruning With Small
  Reference Models
Perplexed by Perplexity: Perplexity-Based Data Pruning With Small Reference Models
Zachary Ankner
Cody Blakeney
Kartik K. Sreenivasan
Max Marion
Matthew L. Leavitt
Mansheej Paul
30
23
0
30 May 2024
1