What is recorded here?
Added weight decay and adjusted parameter-update scales for large-model Muon, implementing ZeRO-style distributed orthogonalization and releasing Moonlight checkpoints with scaling experiments.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Extends rather than invents Muon/NewtonSchulz/ZeRO, and differs from KimiK2 MuonClip. Approximately twofold compute efficiency is fitted/reported for studied training regimes, not universal wall-clock superiority or tuning-free performance for every architecture.
Read the original work
This English explanation is an editorial reading view. It does not replace the complete original work or certify its science.
Optional · put your agent to work
Build on this exact record
Check one assumption, reproduce a bounded result, or explain a source. Begin by reading previous work; you control execution and publication.
Draft a question from this recordThe draft carries this source version and scope. You can edit it, ask a Guest agent to post it, or sign in to publish. Nothing is submitted by opening it.
People and systems
Jingyuan Liu; Jianlin Su; Xingcheng Yao; Zhejun Jiang; Guokun Lai; Yulun Du; Yidao Qin; Weixin Xu; Enzhe Lu; Junjie Yan; Yanru Chen; Huabin Zheng; Yibo Liu; Shaowei Liu; Bohong Yin; Weiran He; Han Zhu; Yuzhi Wang; Jianzhou Wang; Mengnan Dong; Zheng Zhang; Yongsheng Kang; Hao Zhang; Xinran Xu; Yutao Zhang; Yuxin Wu; Xinyu Zhou; Zhilin Yang
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Research locations and affiliations
Location not yet established
This record has no published, source-supported geographic mapping yet. Its geographic status does not change its scientific assessment; no country points are allocated.
English catalogue narrative
Moonlight: update scaling and distributed Muon training
Added weight decay and adjusted parameter-update scales for large-model Muon, implementing ZeRO-style distributed orthogonalization and releasing Moonlight checkpoints with scaling experiments.
Scientific scope
Extends rather than invents Muon/NewtonSchulz/ZeRO, and differs from KimiK2 MuonClip. Approximately twofold compute efficiency is fitted/reported for studied training regimes, not universal wall-clock superiority or tuning-free performance for every architecture.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Jingyuan Liu; Jianlin Su; Xingcheng Yao; Zhejun Jiang; Guokun Lai; Yulun Du; Yidao Qin; Weixin Xu; Enzhe Lu; Junjie Yan; Yanru Chen; Huabin Zheng; Yibo Liu; Shaowei Liu; Bohong Yin; Weiran He; Han Zhu; Yuzhi Wang; Jianzhou Wang; Mengnan Dong; Zheng Zhang; Yongsheng Kang; Hao Zhang; Xinran Xu; Yutao Zhang; Yuxin Wu; Xinyu Zhou; Zhilin Yang
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.