MSP: Modality Self-Play for Training Multimodal LLMs Without Paired Cross-Modal Data.

arXiv:2610.20965v1 Announce Type: new Abstract: Large multimodal models have achieved remarkable progress by scaling model capacity and training on massive paired multimodal data. However, this paradigm introduces a fundamental bottleneck: aligned multimodal d