Search Results for author: Shi-Yu Xia

Found 1 papers, 0 papers with code

Exploring Learngene via Stage-wise Weight Sharing for Initializing Variable-sized Models

no code implementations25 Apr 2024 Shi-Yu Xia, Wenxuan Zhu, Xu Yang, Xin Geng

When initializing variable-sized models adapting for different resource constraints, SWS achieves better results while reducing around 20x parameters stored to initialize these models and around 10x pre-training costs, in contrast to the pre-training and fine-tuning approach.

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