PreFT: Prefill-only finetuning for efficient inference. - Andrew Lanpouthakoun; Aryaman Arora; Zhengxuan Wu; Dhruv Pai; Ben Keigwin; Dan Jurafsky; Christopher Potts (CoRR, 2026)