NeurIPS · 2025 · Journal article · Top venue

LoRA vs Full Fine-tuning: An Illusion of Equivalence

Reece Shuttleworth, Jacob Andreas, Antonio Torralba, Pratyusha Sharma

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Published in
Neural Information Processing Systems
Date
2024-10-28
Citations
140
arXiv
2410.21228
Cite
@article{shuttleworth2025lora,
  title = {LoRA vs Full Fine-tuning: An Illusion of Equivalence},
  author = {Reece Shuttleworth and Jacob Andreas and Antonio Torralba and Pratyusha Sharma},
  year = {2025},
  journal = {Neural Information Processing Systems},
  eprint = {2410.21228},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2410.21228},
}