@article{acceleratedtesttimescalingwithmodelfree,
  title = {Accelerated Test-Time Scaling with Model-Free Speculative Sampling},
  author = {Woomin Song and Saket Dingliwal and Sai Muralidhar Jayanthi and Bhavana Ganesh and Jinwoo Shin and Aram Galstyan and Sravan Babu Bodapati},
  year = {2025},
  eprint = {2506.04708},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2506.04708v1},
}