"weight sharing" Papers

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DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models

Yongqi Huang, Peng Ye, Chenyu Huang et al.

CVPR 2025posterarXiv:2503.01359
6
citations

LLaMaFlex: Many-in-one LLMs via Generalized Pruning and Weight Sharing

Ruisi Cai, Saurav Muralidharan, Hongxu Yin et al.

ICLR 2025poster
4
citations

Can Looped Transformers Learn to Implement Multi-step Gradient Descent for In-context Learning?

Khashayar Gatmiry, Nikunj Saunshi, Sashank J. Reddi et al.

ICML 2024poster