RoRA: Efficient Fine-Tuning of LLM with Reliability Optimization for Rank Adaptation Conference

Liu, Jun, Kong, Zhenglun, Dong, Peiyan et al. (2025). RoRA: Efficient Fine-Tuning of LLM with Reliability Optimization for Rank Adaptation . 2004 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL II, PROCEEDINGS, 10.1109/ICASSP49660.2025.10889613

cited authors

  • Liu, Jun; Kong, Zhenglun; Dong, Peiyan; Shen, Xuan; Zhao, Pu; Tang, Hao; Yuan, Geng; Niu, Wei; Zhang, Wenbin; Lin, Xue; Huang, Dong; Wang, Yanzhi

authors

date/time interval

  • April 6, 2025 -

publication date

  • January 1, 2025

published in

keywords

  • Acoustics
  • Computer Science
  • Computer Science, Artificial Intelligence
  • Engineering
  • Engineering, Electrical & Electronic
  • Fine-tuning
  • Large Language Models
  • Science & Technology
  • Technology
  • optimization scaling factor
  • pruned models
  • reliability optimization

Location

  • INDIA, Hyderabad

Digital Object Identifier (DOI)

International Standard Book Number (ISBN) 13

Conference

  • 2025 International Conference on Acoustics Speech and Signal Processing-ICASSP-Annual

publisher

  • IEEE