评分 5.5 · 来源：cs.LG updates on arXiv.org · 发布于 2026-04-17
评分依据：Practical system for multimodal model serving deployment, addresses real engineering challenge
arXiv:2512.14098v3 Announce Type: replace Abstract: Any-to-Any models are an emerging class of multimodal models that accept combinations of text and multimodal data as input and generate them as output, introducing heterogeneous computation paths and component scaling characteristics. There are existing mechanisms for deploying Any-to-Any models—or special cases of them—for inference serving, but they either require manual effort and expertise to tune, or do not generalize to generic Any-to-Any models.