diff --git a/model_cards/albert-base-v1-README.md b/model_cards/albert-base-v1-README.md
index 909441c2..e6356ef2 100644
--- a/model_cards/albert-base-v1-README.md
+++ b/model_cards/albert-base-v1-README.md
@@ -3,4 +3,6 @@ tags:
 - exbert
 ---
 
-[![ExBERT](https://img.shields.io/badge/Visualize%20Attentions-ExBERT-green)](https://huggingface.co/exbert/?model=albert-base-v1)
+<a href="https://huggingface.co/exbert/?model=albert-base-v1">
+	<img width="300px" src="https://hf-dinosaur.huggingface.co/exbert/button.png">
+</a>
diff --git a/model_cards/albert-xxlarge-v2-README.md b/model_cards/albert-xxlarge-v2-README.md
index c8df2f75..fdb9c090 100644
--- a/model_cards/albert-xxlarge-v2-README.md
+++ b/model_cards/albert-xxlarge-v2-README.md
@@ -3,4 +3,6 @@ tags:
 - exbert
 ---
 
-[![ExBERT](https://img.shields.io/badge/Visualize%20Attentions-ExBERT-green)](https://huggingface.co/exbert/?model=albert-xxlarge-v2)
+<a href="https://huggingface.co/exbert/?model=albert-xxlarge-v2">
+	<img width="300px" src="https://hf-dinosaur.huggingface.co/exbert/button.png">
+</a>
\ No newline at end of file
diff --git a/model_cards/bert-base-cased-README.md b/model_cards/bert-base-cased-README.md
index e6e1f4b5..0579aff8 100644
--- a/model_cards/bert-base-cased-README.md
+++ b/model_cards/bert-base-cased-README.md
@@ -3,4 +3,6 @@ tags:
 - exbert
 ---
 
-[![ExBERT](https://img.shields.io/badge/Visualize%20Attentions-ExBERT-green)](https://huggingface.co/exbert/?model=bert-base-cased)
+<a href="https://huggingface.co/exbert/?model=bert-base-cased">
+	<img width="300px" src="https://hf-dinosaur.huggingface.co/exbert/button.png">
+</a>
diff --git a/model_cards/bert-base-german-cased-README.md b/model_cards/bert-base-german-cased-README.md
index f058bdd9..d7198424 100644
--- a/model_cards/bert-base-german-cased-README.md
+++ b/model_cards/bert-base-german-cased-README.md
@@ -5,7 +5,9 @@ tags:
 - exbert
 ---
 
-[![ExBERT](https://img.shields.io/badge/Visualize%20Attentions-ExBERT-green)](https://huggingface.co/exbert/?model=bert-base-german-cased)
+<a href="https://huggingface.co/exbert/?model=bert-base-german-cased">
+	<img width="300px" src="https://hf-dinosaur.huggingface.co/exbert/button.png">
+</a>
 
 # German BERT
 ![bert_image](https://static.tildacdn.com/tild6438-3730-4164-b266-613634323466/german_bert.png)
diff --git a/model_cards/bert-base-uncased-README.md b/model_cards/bert-base-uncased-README.md
index 9dd9d22b..db1949e3 100644
--- a/model_cards/bert-base-uncased-README.md
+++ b/model_cards/bert-base-uncased-README.md
@@ -3,4 +3,6 @@ tags:
 - exbert
 ---
 
-[![ExBERT](https://img.shields.io/badge/Visualize%20Attentions-ExBERT-green)](https://huggingface.co/exbert/?model=bert-base-uncased)
+<a href="https://huggingface.co/exbert/?model=bert-base-uncased">
+	<img width="300px" src="https://hf-dinosaur.huggingface.co/exbert/button.png">
+</a>
diff --git a/model_cards/distilbert-base-uncased-README.md b/model_cards/distilbert-base-uncased-README.md
index 76f22ef9..97ee1602 100644
--- a/model_cards/distilbert-base-uncased-README.md
+++ b/model_cards/distilbert-base-uncased-README.md
@@ -3,4 +3,6 @@ tags:
 - exbert
 ---
 
-[![ExBERT](https://img.shields.io/badge/Visualize%20Attentions-ExBERT-green)](https://huggingface.co/exbert/?model=distilbert-base-uncased)
+<a href="https://huggingface.co/exbert/?model=distilbert-base-uncased">
+	<img width="300px" src="https://hf-dinosaur.huggingface.co/exbert/button.png">
+</a>
diff --git a/model_cards/distilgpt2-README.md b/model_cards/distilgpt2-README.md
index 460a72ee..c00ada8c 100644
--- a/model_cards/distilgpt2-README.md
+++ b/model_cards/distilgpt2-README.md
@@ -3,4 +3,6 @@ tags:
 - exbert
 ---
 
-[![ExBERT](https://img.shields.io/badge/Visualize%20Attentions-ExBERT-green)](https://huggingface.co/exbert/?model=distilgpt2)
+<a href="https://huggingface.co/exbert/?model=distilgpt2">
+	<img width="300px" src="https://hf-dinosaur.huggingface.co/exbert/button.png">
+</a>
diff --git a/model_cards/distilroberta-base-README.md b/model_cards/distilroberta-base-README.md
index dd3ffe62..53c3fd2e 100644
--- a/model_cards/distilroberta-base-README.md
+++ b/model_cards/distilroberta-base-README.md
@@ -3,4 +3,6 @@ tags:
 - exbert
 ---
 
-[![ExBERT](https://img.shields.io/badge/Visualize%20Attentions-ExBERT-green)](https://huggingface.co/exbert/?model=distilroberta-base)
+<a href="https://huggingface.co/exbert/?model=distilroberta-base">
+	<img width="300px" src="https://hf-dinosaur.huggingface.co/exbert/button.png">
+</a>
diff --git a/model_cards/gpt2-README.md b/model_cards/gpt2-README.md
index 89642b75..0dbf13af 100644
--- a/model_cards/gpt2-README.md
+++ b/model_cards/gpt2-README.md
@@ -3,4 +3,6 @@ tags:
 - exbert
 ---
 
-[![ExBERT](https://img.shields.io/badge/Visualize%20Attentions-ExBERT-green)](https://huggingface.co/exbert/?model=gpt2)
+<a href="https://huggingface.co/exbert/?model=gpt2">
+	<img width="300px" src="https://hf-dinosaur.huggingface.co/exbert/button.png">
+</a>
diff --git a/model_cards/roberta-base-README.md b/model_cards/roberta-base-README.md
index 59ca24e2..ffca4d4c 100644
--- a/model_cards/roberta-base-README.md
+++ b/model_cards/roberta-base-README.md
@@ -3,4 +3,6 @@ tags:
 - exbert
 ---
 
-[![ExBERT](https://img.shields.io/badge/Visualize%20Attentions-ExBERT-green)](https://huggingface.co/exbert/?model=roberta-base)
+<a href="https://huggingface.co/exbert/?model=roberta-base">
+	<img width="300px" src="https://hf-dinosaur.huggingface.co/exbert/button.png">
+</a>
diff --git a/model_cards/xlm-mlm-en-2048-README.md b/model_cards/xlm-mlm-en-2048-README.md
index 62910053..5958ee01 100644
--- a/model_cards/xlm-mlm-en-2048-README.md
+++ b/model_cards/xlm-mlm-en-2048-README.md
@@ -3,4 +3,6 @@ tags:
 - exbert
 ---
 
-[![ExBERT](https://img.shields.io/badge/Visualize%20Attentions-ExBERT-green)](https://huggingface.co/exbert/?model=xlm-mlm-en-2048)
+<a href="https://huggingface.co/exbert/?model=xlm-mlm-en-2048">
+	<img width="300px" src="https://hf-dinosaur.huggingface.co/exbert/button.png">
+</a>
diff --git a/model_cards/xlm-roberta-base-README.md b/model_cards/xlm-roberta-base-README.md
index 8afea167..b87e7829 100644
--- a/model_cards/xlm-roberta-base-README.md
+++ b/model_cards/xlm-roberta-base-README.md
@@ -3,4 +3,6 @@ tags:
 - exbert
 ---
 
-[![ExBERT](https://img.shields.io/badge/Visualize%20Attentions-ExBERT-green)](https://huggingface.co/exbert/?model=xlm-roberta-base)
+<a href="https://huggingface.co/exbert/?model=xlm-roberta-base">
+	<img width="300px" src="https://hf-dinosaur.huggingface.co/exbert/button.png">
+</a>