Search Results for author: Yadao Wang

Found 4 papers, 1 papers with code

PanGu-Σ: Towards Trillion Parameter Language Model with Sparse Heterogeneous Computing

no code implementations20 Mar 2023 Xiaozhe Ren, Pingyi Zhou, Xinfan Meng, Xinjing Huang, Yadao Wang, Weichao Wang, Pengfei Li, Xiaoda Zhang, Alexander Podolskiy, Grigory Arshinov, Andrey Bout, Irina Piontkovskaya, Jiansheng Wei, Xin Jiang, Teng Su, Qun Liu, Jun Yao

In this work, we develop a system that trained a trillion-parameter language model on a cluster of Ascend 910 AI processors and MindSpore framework, and present the language model with 1. 085T parameters named PanGu-{\Sigma}.

Code Generation Language Modeling +5

Sparse Structure Search for Delta Tuning

1 code implementation NIPS 2022 Shengding Hu, Zhen Zhang, Ning Ding, Yadao Wang, Yasheng Wang, Zhiyuan Liu, Maosong Sun

Generally, DT methods exquisitely design delta modules (DT modules) which could be applied to arbitrary fine-grained positions inside PTMs.

Sparse Structure Search for Parameter-Efficient Tuning

no code implementations15 Jun 2022 Shengding Hu, Zhen Zhang, Ning Ding, Yadao Wang, Yasheng Wang, Zhiyuan Liu, Maosong Sun

The searched structures preserve more than 99\% fine-tuning performance with 0. 01\% trainable parameters.

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