Search Results for author: Lirui Zhao

Found 4 papers, 4 papers with code

DiffAgent: Fast and Accurate Text-to-Image API Selection with Large Language Model

1 code implementation31 Mar 2024 Lirui Zhao, Yue Yang, Kaipeng Zhang, Wenqi Shao, Yuxin Zhang, Yu Qiao, Ping Luo, Rongrong Ji

Text-to-image (T2I) generative models have attracted significant attention and found extensive applications within and beyond academic research.

Language Modelling Large Language Model

Boosting the Cross-Architecture Generalization of Dataset Distillation through an Empirical Study

1 code implementation9 Dec 2023 Lirui Zhao, Yuxin Zhang, Mingbao Lin, Fei Chao, Rongrong Ji

The poor cross-architecture generalization of dataset distillation greatly weakens its practical significance.

Inductive Bias

Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLMs

1 code implementation13 Oct 2023 Yuxin Zhang, Lirui Zhao, Mingbao Lin, Yunyun Sun, Yiwu Yao, Xingjia Han, Jared Tanner, Shiwei Liu, Rongrong Ji

Inspired by the Dynamic Sparse Training, DSnoT minimizes the reconstruction error between the dense and sparse LLMs, in the fashion of performing iterative weight pruning-and-growing on top of sparse LLMs.

Network Pruning

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