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README.md

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 [![arXiv](https://img.shields.io/badge/arXiv-2511.22242-b31b1b.svg)](https://arxiv.org/abs/2511.22242)
 
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+Qualitative Outcomes using our method with Flux1.dev:
+![Example](doc/dog_knife.png)
+![Example2](doc/someresults.png)
+
+
+## Introduction
+![Motivation](doc/motivation_plot.png)
+
+
 ## About
 This repository contains the models and configuration for our paper **[Rethinking Test Time Scaling for Flow-Matching Generative Models](https://arxiv.org/abs/2511.22242)**.