@article{preftprefillonlyfinetuningforefficientin, title = {PreFT: Prefill-only finetuning for efficient inference}, author = {Andrew Lanpouthakoun and Aryaman Arora and Zhengxuan Wu and Dhruv Pai and Ben Keigwin and Dan Jurafsky and Christopher Potts}, year = {2026}, eprint = {2605.14217}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.14217}, }