MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training | Paper Citation Record

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This paper cites Dion: Distributed Orthonormalized Updates.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Dion: Distributed Orthonormalized Updates

Reference 1

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This paper cites Big-Math: A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Big-Math: A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models

Reference 2

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Reference 5

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This paper cites Shortcut-connected Expert Parallelism for Accelerating Mixture-of-Experts.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Shortcut-connected Expert Parallelism for Accelerating Mixture-of-Experts

Reference 6

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Observation 090c46dc-5e5f-4efd-bf25-0dc56501c3f1 · outbound

This paper cites MultiPL-E: A Scalable and Extensible Approach to Benchmarking Neural Code Generation.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training MultiPL-E: A Scalable and Extensible Approach to Benchmarking Neural Code Generation

Reference 7

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Reference 8

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Observation 7bb56558-e906-442b-a332-b3fcc8b46601 · outbound

This paper cites FullStack Bench: Evaluating LLMs as Full Stack Coders.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training FullStack Bench: Evaluating LLMs as Full Stack Coders

Reference 9

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Observation 3345df67-ae38-4c38-be6a-81e5232a55a1 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Training Verifiers to Solve Math Word Problems

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-06-29T19:23:54.206671Z

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Reference 11

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MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Unresolved cited work

Reference 12

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MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Unresolved cited work

Reference 13

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Observation d311843c-b43e-439c-8c9b-2a596e4838e4 · outbound

This paper cites CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution

Reference 14

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MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Unresolved cited work

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This paper cites arXiv preprint arXiv:2511.20626 , year=.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training arXiv preprint arXiv:2511.20626 , year=

Reference 16

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This paper cites Measuring Massive Multitask Language Understanding.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Measuring Massive Multitask Language Understanding

Reference 17

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This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Measuring Mathematical Problem Solving With the MATH Dataset

Reference 18

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MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Unresolved cited work

Reference 19

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MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Unresolved cited work

Reference 20

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MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Unresolved cited work

Reference 21

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MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Unresolved cited work

Reference 22

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This paper cites On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima

Reference 23

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This paper cites arXiv preprint arXiv:2510.16981 , year=.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training arXiv preprint arXiv:2510.16981 , year=

Reference 24

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This paper cites Adam: A Method for Stochastic Optimization.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Adam: A Method for Stochastic Optimization

Reference 25

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MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Unresolved cited work

Reference 26

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This paper cites CMMLU: Measuring massive multitask language understanding in Chinese.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training CMMLU: Measuring massive multitask language understanding in Chinese

Reference 27

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This paper cites DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Reference 29

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This paper cites DeepSeek-V3 Technical Report.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training DeepSeek-V3 Technical Report

Reference 30

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This paper cites & Cai, X.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training & Cai, X

Reference 31

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This paper cites Evaluating Language Models for Efficient Code Generation.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Evaluating Language Models for Efficient Code Generation

Reference 32

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This paper cites Muon is Scalable for LLM Training.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Muon is Scalable for LLM Training

Reference 33

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This paper cites Decoupled Weight Decay Regularization.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Decoupled Weight Decay Regularization

Reference 34

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MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Unresolved cited work

Reference 35

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This paper cites Mixed Precision Training.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Mixed Precision Training

Reference 36

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Reference 37

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This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Reference 38

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MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Unresolved cited work

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This paper cites WinoGrande: An Adversarial Winograd Schema Challenge at Scale.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training WinoGrande: An Adversarial Winograd Schema Challenge at Scale

Reference 40

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MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Unresolved cited work

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This paper cites Adamuon: Adaptive muon optimizer.arXiv preprint arXiv:2507.11005.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Adamuon: Adaptive muon optimizer.arXiv preprint arXiv:2507.11005

Reference 42

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MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Unresolved cited work

Reference 43

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MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Unresolved cited work

Reference 45

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This paper cites doi: 10.18653/v1/n19-1421.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training doi: 10.18653/v1/n19-1421

Reference 46

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This paper cites Kimi K2: Open Agentic Intelligence.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Kimi K2: Open Agentic Intelligence

Reference 47

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This paper cites Longcat-flash technical report.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Longcat-flash technical report

Reference 48

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Reference 49

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This paper cites LeetCodeDataset: A Temporal Dataset for Robust Evaluation and Efficient Training of Code LLMs.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training LeetCodeDataset: A Temporal Dataset for Robust Evaluation and Efficient Training of Code LLMs

Reference 51

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MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Unresolved cited work

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This paper cites Qwen3 Technical Report.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Qwen3 Technical Report

Reference 53

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This paper cites Large Batch Training of Convolutional Networks.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Large Batch Training of Convolutional Networks

Reference 54

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This paper cites Large Batch Optimization for Deep Learning: Training BERT in 76 minutes.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Large Batch Optimization for Deep Learning: Training BERT in 76 minutes

Reference 55

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MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Unresolved cited work

Reference 56

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MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Unresolved cited work

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MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Unresolved cited work

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Observation b0b04a74-c118-46eb-98f5-5d2d8fe980f3 · outbound

This paper cites an unresolved cited work.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training Unresolved cited work

Reference 59

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Observation 3829172b-ce33-439c-a271-624c7cb8f29d · outbound

This paper cites online" 'onlinestring :=.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training online" 'onlinestring :=

Reference 60

Resolution: unresolved; no resolver link, observed 2026-06-29T19:15:49.229099Z

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Observation b823aabe-9f80-44c5-8356-b421fd9111f1 · outbound

This paper cites write newline.

MONA: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training write newline

Reference 61

Resolution: unresolved; no resolver link, observed 2026-06-29T19:15:49.229099Z

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