About
YVIC Research studies compact language models and how they behave under limited capacity. The work focuses on representation geometry, controllable behavior, and efficient language systems that run under real-world deployment constraints.
Research interests
- Compact language models and semantic structure
- Representation-level analysis of prompt and prefix control
- Generalization after pretraining
- On-device language systems
Luna (on-device system)
Luna is an offline language system built for studying compact models in practical settings. It is used to test local inference, retrieval, and on-device interaction on consumer hardware.
Luna is maintained as a research system for local and private language model deployment.