diff --git a/README.md b/README.md
index d31c176b..13d23c97 100644
--- a/README.md
+++ b/README.md
@@ -12,7 +12,8 @@
   <img alt="Swagger API documentation" src="https://img.shields.io/badge/API-Swagger-informational">
 </a>
 
-![architecture](assets/architecture.jpg)
+
+![image](https://github.com/huggingface/text-generation-inference/assets/3841370/38ba1531-ea0d-4851-b31a-a6d4ddc944b0)
 
 </div>