Cornfigurator: Automated Planning for Any-to-Any Multimodal Model Serving

ArXi:2512.14098v3 Announce Type: replace 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, We present Cornfigurator, the first deployment planner for generic Any-to-Any model inference serving. The goal of Cornfigurator is to maximize the overall goodput of serving the model, defined as the throughput of requests meeting their latency targets.