SHINE: A Scalable In-Context Hypernetwork for Mapping Context to LoRA in a Single Pass.

arXiv:2602.06358v4 Announce Type: replace-cross Abstract: We propose SHINE (Scalable Hyper In-context NEtwork), a scalable hypernetwork that can map diverse meaningful contexts into high-quality LoRA adapters for large language models (LLMs). By reusing the fr