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Through the River: Understanding the Benefit of Schedule-Free Methods for Language Model Training
v1v2v3v4 (latest)

Through the River: Understanding the Benefit of Schedule-Free Methods for Language Model Training

14 July 2025
Minhak Song
Beomhan Baek
Kwangjun Ahn
Chulhee Yun
    CLLAI4CE
ArXiv (abs)PDFHTMLGithub (110★)

Papers citing "Through the River: Understanding the Benefit of Schedule-Free Methods for Language Model Training"

2 / 2 papers shown
Scaling with Collapse: Efficient and Predictable Training of LLM Families
Scaling with Collapse: Efficient and Predictable Training of LLM Families
Shane Bergsma
Bin Claire Zhang
Nolan Dey
Shaheer Muhammad
Gurpreet Gosal
Joel Hestness
146
2
0
29 Sep 2025
WSM: Decay-Free Learning Rate Schedule via Checkpoint Merging for LLM Pre-training
WSM: Decay-Free Learning Rate Schedule via Checkpoint Merging for LLM Pre-training
Changxin Tian
Jiapeng Wang
Qian Zhao
Kunlong Chen
Jia-Ling Liu
Ziqi Liu
Jiaxin Mao
Wayne Xin Zhao
Zhiqiang Zhang
Jun Zhou
MoMeCLL
264
7
0
23 Jul 2025
1
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