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7 changes: 6 additions & 1 deletion README.md
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Expand Up @@ -31,6 +31,7 @@ Contributions are welcome!

Table of Contents
=================
* [Web Demo](#web-demo)
* [Background](#background)
* [Available Models](#available-models)
* [Results](#results)
Expand All @@ -45,6 +46,10 @@ Table of Contents
* [All files](#all-files)
* [Differences from the kNN-LM implementation](#differences-from-the-knn-lm-implementation)
* [Citation](#citation)

# Web Demo

Integrated into [Huggingface Spaces 🤗](https://huggingface.co/spaces) using [Gradio](https://github.com/gradio-app/gradio). Try out the Web Demo [![Hugging Face Spaces](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Spaces-blue)](https://huggingface.co/spaces/ICML2022/distilgpt2-finetuned-wikitext103)

## Background

Expand Down Expand Up @@ -378,4 +383,4 @@ This repository also implements:
booktitle={International Conference on Learning Representations (ICLR)},
year={2020}
}
```
```