README.md

---
extra_gated_heading: Access LLMLight-LightGPT on Hugging Face
language:
- en
pipeline_tag: text-generation
inference: false
tags:
- hkust-gz
- 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)** 
| **[Github](https://github.com/usail-hkust/LLMTSCS)**
| **[Website](https://gungnir2099.github.io/LLMLight-Page/)** |

</p>

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

## 1 Introduction

Model weights trained in the article "[LLMLight: Large Language Models as Traffic Signal Control Agents](https://arxiv.org/abs/2312.16044)".

Please download the model and run LLMLight by following the descriptions in the [Repository](https://github.com/usail-hkust/LLMTSCS).

<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>