README.md

---
extra_gated_heading: Access LLMLight-LightGPT on Hugging Face
language:
- en
pipeline_tag: text-generation
inference: false
tags:
- pytorch
- llama-2
- traffic signal control
- lightgpt
- llmlight
license: mit
---

# LLMLight: Large Language Models as Traffic Signal Control Agents

<p align="center">

| **[1 Introduction](#introduction)** 
| **[2 Framework](#framework)** 
| **[3 Demo](#demo)** 
| **[Repository](https://anonymous.4open.science/r/LLMLight-D8C4/)**|

</p>

<a id="introduction"></a>

## 1 Introduction

Model weights trained in the article LLMLight: Large Language Models as Traffic Signal Control Agents.

Please download the model and run LLMLight by following the descriptions in the [Repository](https://anonymous.4open.science/r/LLMLight-D8C4/).

<a id="framework"></a>

## 2 Framework
![image/png](https://cdn-uploads.huggingface.co/production/uploads/64207ca7e40f66bcd1e44959/HDBvVmYkTdShGfY5mnPGs.png)

<a id="demo"></a>

## 3 Demo
<video controls autoplay src="https://cdn-uploads.huggingface.co/production/uploads/64207ca7e40f66bcd1e44959/VhMOdEIjKeLml1WPcINqV.qt"></video>