@article{helenehessianlayerwiseclippingand,
  title = {HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization},
  author = {Huaqin Zhao and Jiaxi Li and Yi Pan and Shizhe Liang and Xiaofeng Yang and Wei Liu and Xiang Li and Fei Dou and Tianming Liu and Jin Lu},
  year = {2024},
  eprint = {2411.10696},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2411.10696v1},
}