@article{240800724, title = {Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language Models}, author = {Yangzhen Wu and Zhiqing Sun and Shanda Li and Sean Welleck and Yiming Yang}, year = {2024}, eprint = {2408.00724}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2408.00724v2}, }