On Surprising Effectiveness of Masking Updates in Adaptive Optimizers | ScienceToStartup | ScienceToStartup

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References (64)

[1]

In Search of Adam's Secret Sauce

2025Antonio Orvieto, Robert Gower

[2]

SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training

2025Tianjin Huang, Ziquan Zhu et al.

[3]

Taming LLMs with Gradient Grouping

2025

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"Develop Magma, a Momentum-aligned gradient masking optimizer to enhance LLM training efficiency."

LLM Training•Score: 3•View PDF ↗

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On Surprising Effectiveness of Masking Updates in Adaptive Optimizers

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References (64)

Founder's Pitch

"Develop Magma, a Momentum-aligned gradient masking optimizer to enhance LLM training efficiency."

Commercial Viability Breakdown

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On Surprising Effectiveness of Masking Updates in Adaptive Optimizers

BUILDER'S SANDBOX

Build This Paper

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Startup Essentials

References (64)

Founder's Pitch

"Develop Magma, a Momentum-aligned gradient masking optimizer to enhance LLM training efficiency."

Commercial Viability Breakdown

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