You Only Judge Once: Multi-response Reward Modeling in a Single Forward Pass

You Only Judge Once: Multi-response Reward Modeling in a Single Forward Pass explores A multimodal reward model that scores all candidate responses in a single forward pass, achieving significant speedups and outperforming existing models for improved generation quality.. Commercial viability score: 8/10 in Multimodal Reward Modeling.