NOBLE: Accelerating Transformers with Nonlinear Low-Rank Branches | ScienceToStartup | ScienceToStartup

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References (31)

[1]

AuroRA: Breaking Low-Rank Bottleneck of LoRA with Nonlinear Mapping

2025Haonan Dong, Wenhao Zhu et al.

[2]

Mixture-of-Subspaces in Low-Rank Adaptation

2024Taiqiang Wu, Jiahao Wang et al.

[3]

LoRA+: Efficient Low Rank Adaptation of Large Models

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"NOBLE enhances transformer architectures with nonlinear low-rank branches for faster and efficient pretraining."

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NOBLE: Accelerating Transformers with Nonlinear Low-Rank Branches

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References (31)

Founder's Pitch

"NOBLE enhances transformer architectures with nonlinear low-rank branches for faster and efficient pretraining."

Commercial Viability Breakdown

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NOBLE: Accelerating Transformers with Nonlinear Low-Rank Branches

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References (31)

Founder's Pitch

"NOBLE enhances transformer architectures with nonlinear low-rank branches for faster and efficient pretraining."

Commercial Viability Breakdown

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