cs.AI, cs.CL

Dual-Track CoT: Budget-Aware Stepwise Guidance for Small LMs

arXiv:2604.25039v1 Announce Type: new
Abstract: Large Language Models (LLMs) solve many reasoning tasks via chain-of-thought (CoT) prompting, but smaller models (about 7 to 8B parameters) still struggle with multi-step reasoning under tight compute an…