Summary of Lora Meets Dropout Under a Unified Framework, by Sheng Wang et al.
LoRA Meets Dropout under a Unified Frameworkby Sheng Wang, Liheng Chen, Jiyue Jiang, Boyang Xue,…
Summary of Medaide: Leveraging Large Language Models For On-premise Medical Assistance on Edge Devices, by Abdul Basit et al.
MedAide: Leveraging Large Language Models for On-Premise Medical Assistance on Edge Devicesby Abdul Basit, Khizar…
Summary of Inducing Generalization Across Languages and Tasks Using Featurized Low-rank Mixtures, by Chu-cheng Lin and Xinyi Wang and Jonathan H. Clark and Han Lu and Yun Zhu and Chenxi Whitehouse and Hongkun Yu
Inducing Generalization across Languages and Tasks using Featurized Low-Rank Mixturesby Chu-Cheng Lin, Xinyi Wang, Jonathan…
Summary of Reslora: Identity Residual Mapping in Low-rank Adaption, by Shuhua Shi et al.
ResLoRA: Identity Residual Mapping in Low-Rank Adaptionby Shuhua Shi, Shaohan Huang, Minghui Song, Zhoujun Li,…
Summary of Federated Fine-tuning Of Large Language Models Under Heterogeneous Tasks and Client Resources, by Jiamu Bai et al.
Federated Fine-tuning of Large Language Models under Heterogeneous Tasks and Client Resourcesby Jiamu Bai, Daoyuan…
Summary of Gnnavi: Navigating the Information Flow in Large Language Models by Graph Neural Network, By Shuzhou Yuan et al.
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Networkby Shuzhou Yuan,…
Summary of Icdpo: Effectively Borrowing Alignment Capability Of Others Via In-context Direct Preference Optimization, by Feifan Song et al.
ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimizationby Feifan Song, Yuxuan…
Summary of Higher Layers Need More Lora Experts, by Chongyang Gao and Kezhen Chen and Jinmeng Rao and Baochen Sun and Ruibo Liu and Daiyi Peng and Yawen Zhang and Xiaoyuan Guo and Jie Yang and Vs Subrahmanian
Higher Layers Need More LoRA Expertsby Chongyang Gao, Kezhen Chen, Jinmeng Rao, Baochen Sun, Ruibo…
Summary of Fine-tuning Large Language Models For Multigenerator, Multidomain, and Multilingual Machine-generated Text Detection, by Feng Xiong et al.
Fine-tuning Large Language Models for Multigenerator, Multidomain, and Multilingual Machine-Generated Text Detectionby Feng Xiong, Thanet…
Summary of Prilora: Pruned and Rank-increasing Low-rank Adaptation, by Nadav Benedek et al.
PRILoRA: Pruned and Rank-Increasing Low-Rank Adaptationby Nadav Benedek, Lior WolfFirst submitted to arxiv on: 20…