@article{howfastcanrewardmodelsscoreasystemsstudy, title = {How Fast Can Reward Models Score? A Systems Study of C++ and PyTorch Inference Runtimes for RLHF}, author = {Venkata Naga Sai Vishnu Rohit Pulipaka and Anish Katta and Deva Rohit Reddy Peddireddy}, year = {2026}, eprint = {2607.19712}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.19712}, }