This repository is a curated collection of papers and resources focused on unlocking and improving reasoning capabilities in large language models and multimodal LLMs. It covers topics like chain-of-thought prompting, symbolic reasoning evaluation, and techniques for scaling reasoning in smaller models. The collection spans from foundational reasoning papers to recent advances like OpenAI o1 and DeepSeek-R1.