AI RESEARCH
SHINE: A Scalable In-Context Hypernetwork for Mapping Context to LoRA in a Single Pass
arXiv CS.CL
•
ArXi:2602.06358v2 Announce Type: replace 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 frozen LLM's own parameters in an in-context hypernetwork design and