diff --git a/docs/source/model_summary.mdx b/docs/source/model_summary.mdx
index 370f2346b59..b680494525b 100644
--- a/docs/source/model_summary.mdx
+++ b/docs/source/model_summary.mdx
@@ -342,6 +342,9 @@ and question answering.
 <a href="model_doc/convbert">
 <img alt="Doc" src="https://img.shields.io/badge/Model_documentation-convbert-blueviolet">
 </a>
+<a href="https://huggingface.co/spaces/akhaliq/conv-bert-base">
+<img alt="Spaces" src="https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Spaces-blue">
+</a>
 
 [ConvBERT: Improving BERT with Span-based Dynamic Convolution](https://arxiv.org/abs/2008.02496), Zihang Jiang,
 Weihao Yu, Daquan Zhou, Yunpeng Chen, Jiashi Feng, Shuicheng Yan.