DLoRA: Distributed Parameter-Efficient Fine-Tuning Solution for Large Language Modelby Chao Gao, Sai Qian ZhangFirst submitted…
Q-PEFT: Query-dependent Parameter Efficient Fine-tuning for Text Reranking with Large Language Modelsby Zhiyuan Peng, Xuyang…
HyperTTS: Parameter Efficient Adaptation in Text to Speech using Hypernetworksby Yingting Li, Rishabh Bhardwaj, Ambuj…
ReFT: Representation Finetuning for Language Modelsby Zhengxuan Wu, Aryaman Arora, Zheng Wang, Atticus Geiger, Dan…
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Databy Parth Patwa, Simone Filice, Zhiyu Chen,…
Efficiently Distilling LLMs for Edge Applicationsby Achintya Kundu, Fabian Lim, Aaron Chew, Laura Wynter, Penny…
Position-Aware Parameter Efficient Fine-Tuning Approach for Reducing Positional Bias in LLMsby Zheng Zhang, Fan Yang,…
Harnessing the Power of Large Language Model for Uncertainty Aware Graph Processingby Zhenyu Qian, Yiming…
InfLoRA: Interference-Free Low-Rank Adaptation for Continual Learningby Yan-Shuo Liang, Wu-Jun LiFirst submitted to arxiv on:…
Dual-Personalizing Adapter for Federated Foundation Modelsby Yiyuan Yang, Guodong Long, Tao Shen, Jing Jiang, Michael…