diff --git a/README.md b/README.md
index 7b92f94..5e6e81b 100644
--- a/README.md
+++ b/README.md
@@ -4,6 +4,7 @@ language:
 - en
 library_name: transformers
 ---
+
 <div align="center"><img src="https://github.com/BudEcosystem/boomer/blob/main/assets/boomer-logo.png" width=200></div>
 
 
@@ -15,7 +16,7 @@ library_name: transformers
 
 We are open-sourcing one of our early experiments of pretraining with custom architecture and datasets. This 1.1B parameter model is pre-trained from scratch using a custom-curated dataset of 41B tokens. The model's architecture experiments contain the addition of flash attention and a higher intermediate dimension of the MLP layer. The dataset is a combination of wiki, stories, arxiv, math and code. The model is available on huggingface [Boomer1B](https://huggingface.co/budecosystem/boomer-1b)
 
-<div align="center"><img src="https://github.com/BudEcosystem/boomer/blob/main/assets/boomer-arch.jpg" width=500></div>
+<div align="center"><img src="https://accubits-assests.s3.ap-south-1.amazonaws.com/boomer/boomer-arch.jpg" width=500></div>
 
 ## Getting Started on GitHub 💻