The Spike, the Sparse and the Sink: Anatomy of Massive Activations and Attention Sinks | ScienceToStartup | ScienceToStartup

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References (78)

[1]

What drives attention sinks? A study of massive activations and rotational positional encoding in large vision-language models

2026Xiaofeng Zhang, Yuanchao Zhu et al.

[2]

Controlled LLM Training on Spectral Sphere

2026Tian Xie, Haoming Luo et al.

[3]

Ministral 3

Founder's Pitch

"Study on two phenomena in Transformer models providing insights into architectural artifacts and their effects on model functionality."

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The Spike, the Sparse and the Sink: Anatomy of Massive Activations and Attention Sinks

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References (78)

Founder's Pitch

"Study on two phenomena in Transformer models providing insights into architectural artifacts and their effects on model functionality."

Commercial Viability Breakdown

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Why It Matters

Product Angle

Disruption

Product Opportunity

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The Spike, the Sparse and the Sink: Anatomy of Massive Activations and Attention Sinks

BUILDER'S SANDBOX

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Startup Essentials

References (78)

Founder's Pitch

"Study on two phenomena in Transformer models providing insights into architectural artifacts and their effects on model functionality."

Commercial Viability Breakdown

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