A Short Survey on Small Reasoning Models: Training, Inference, Applications and Research Directions

Chengyu Wang, Taolin Zhang, Richang Hong +1

Recently, the reasoning capabilities of large reasoning models (LRMs), such as DeepSeek-R1, have seen significant advancements through the slow thinking process. Despite these achi…