Search Results for author: Shean Wang

Found 1 papers, 1 papers with code

LoRA: Low-Rank Adaptation of Large Language Models

1 code implementation17 Jun 2021 Edward J. Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Weizhu Chen

We propose Low-Rank Adaptation, or LoRA, which freezes the pre-trained model weights and injects trainable rank decomposition matrices into each layer of the Transformer architecture, greatly reducing the number of trainable parameters for downstream tasks.

Language Modelling

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