This repository contains necessary scripts to run rStar's generator and discriminator along with another sampling mechanism based on adaptive temperature.

Link to original paper: https://huggingface.co/papers/2408.06195, https://arxiv.org/abs/2408.06195

Link to adaptive temperature paper: https://arxiv.org/abs/2410.01104

The script used to run this on a HPC cluster is found in job_script.sh.

We were unable to reproduce the results from the rStar paper when the discriminator is added but we can see a significant boost in accuracy from using adaptive temperature as sampling mechanism