rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

&gt; Notably, no self-reflection training data or prompt was included, suggesting that advanced System 2 reasoning can foster intrinsic self-reflection.<p>They suggest, that self-reflection is an emergent phenomena of reasoning. Impressive. Can&#x27;t wait to see the code.

Abstract is impressive. I&#x27;m surprised this post hasn&#x27;t gotten more attention.

Off topic but how is MCTS usually implemented efficiently? It has a branching structure that doesn&#x27;t seem parallelizable (GPU).

I was just about to submit this link and redirected me to this page. I am shocked that it received only four comments. If you are working in the LLMs&#x2F;Agent space ( you are, right?) and you don&#x27;t understand the significance of this paper, you are set for failure.

The repo gives 404?