Sibyl: An Efficient Small-large Model Collaboration Framework for Long-horizon Tasks.

arXiv:2610.05383v1 Announce Type: new Abstract: Small language models (SLMs) offer a promising foundation for on-device agents through low-latency, resource-efficient inference, yet limited reasoning and planning capabilities constrain their performance on lon