Mixture-of-Control: State-Aware Fine-Tuning for Transformer-based Models.

arXiv:2606.31397v2 Announce Type: replace-cross Abstract: State-based fine-tuning has emerged as a compelling alternative to weight-based adaptation for transformers, updating lightweight controls into states rather than model weights, offering substantial mem