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Building a Family of Data Augmentation Models for Low-cost LLM
  Fine-tuning on the Cloud

Building a Family of Data Augmentation Models for Low-cost LLM Fine-tuning on the Cloud

6 December 2024
Yuanhao Yue
Chengyu Wang
Jun Huang
Peng Wang
ArXivPDFHTML

Papers citing "Building a Family of Data Augmentation Models for Low-cost LLM Fine-tuning on the Cloud"

7 / 7 papers shown
Title
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
Lianmin Zheng
Wei-Lin Chiang
Ying Sheng
Siyuan Zhuang
Zhanghao Wu
...
Dacheng Li
Eric Xing
Haotong Zhang
Joseph E. Gonzalez
Ion Stoica
ALM
OSLM
ELM
332
4,298
0
09 Jun 2023
LM-CPPF: Paraphrasing-Guided Data Augmentation for Contrastive
  Prompt-Based Few-Shot Fine-Tuning
LM-CPPF: Paraphrasing-Guided Data Augmentation for Contrastive Prompt-Based Few-Shot Fine-Tuning
Amirhossein Abaskohi
S. Rothe
Yadollah Yaghoobzadeh
VLM
56
18
0
29 May 2023
Automatic Prompt Augmentation and Selection with Chain-of-Thought from
  Labeled Data
Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data
Kashun Shum
Shizhe Diao
Tong Zhang
ReLM
LRM
73
134
0
24 Feb 2023
Realistic Data Augmentation Framework for Enhancing Tabular Reasoning
Realistic Data Augmentation Framework for Enhancing Tabular Reasoning
D. K. Santhosh Kumar
Vivek Gupta
Soumya Sharma
Shuo Zhang
LMTD
53
4
0
23 Oct 2022
GLM: General Language Model Pretraining with Autoregressive Blank
  Infilling
GLM: General Language Model Pretraining with Autoregressive Blank Infilling
Zhengxiao Du
Yujie Qian
Xiao Liu
Ming Ding
J. Qiu
Zhilin Yang
Jie Tang
BDL
AI4CE
125
1,545
0
18 Mar 2021
Pre-trained Models for Natural Language Processing: A Survey
Pre-trained Models for Natural Language Processing: A Survey
Xipeng Qiu
Tianxiang Sun
Yige Xu
Yunfan Shao
Ning Dai
Xuanjing Huang
LM&MA
VLM
353
1,484
0
18 Mar 2020
BERT: Pre-training of Deep Bidirectional Transformers for Language
  Understanding
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin
Ming-Wei Chang
Kenton Lee
Kristina Toutanova
VLM
SSL
SSeg
1.7K
94,770
0
11 Oct 2018
1