Search Results for author: Xinyao Niu

Found 7 papers, 5 papers with code

Machine Unlearning of Pre-trained Large Language Models

1 code implementation23 Feb 2024 Jin Yao, Eli Chien, Minxin Du, Xinyao Niu, Tianhao Wang, Zezhou Cheng, Xiang Yue

This study investigates the concept of the `right to be forgotten' within the context of large language models (LLMs).

Machine Unlearning

Data Engineering for Scaling Language Models to 128K Context

1 code implementation15 Feb 2024 Yao Fu, Rameswar Panda, Xinyao Niu, Xiang Yue, Hannaneh Hajishirzi, Yoon Kim, Hao Peng

We demonstrate that continual pretraining of the full model on 1B-5B tokens of such data is an effective and affordable strategy for scaling the context length of language models to 128K.

4k Continual Pretraining

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