Tag: neural collapse

Stochastic Depth in LLMs: How Random Layer Dropping Regularizes Deep Transformers
Stochastic Depth in LLMs: How Random Layer Dropping Regularizes Deep Transformers

Tamara Weed, Jun, 28 2026

Explore how stochastic depth regularizes deep transformer-based LLMs by randomly dropping layers. Learn about neural collapse, implementation strategies, and advanced techniques like LAAT and ReplaceMe for better generalization.

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stochastic depth transformer regularization LLM training neural collapse deep learning optimization

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