diff --git a/assets/02_how-to-generate/thumbnail.png b/assets/02_how-to-generate/thumbnail.png
index 018dfd5d29..1391d57220 100644
Binary files a/assets/02_how-to-generate/thumbnail.png and b/assets/02_how-to-generate/thumbnail.png differ
diff --git a/how-to-generate.md b/how-to-generate.md
index c87da63661..dd83c9f7ac 100644
--- a/how-to-generate.md
+++ b/how-to-generate.md
@@ -3,7 +3,7 @@ title: How to use different decoding methods for open-ended language generation
 thumbnail: https://huggingface.co/blog/assets/02_how-to-generate/thumbnail.png
 ---
 
-# How to use different decoding methods for open-ended language generation with transformers
+# How to generate text: using different decoding methods for language generation with Transformers
 
 <div class="blog-metadata">
     <small>Published March 17, 2020.</small>
diff --git a/notebooks/02_how_to_generate.ipynb b/notebooks/02_how_to_generate.ipynb
index dcf628d39a..4a4b7acd52 100644
--- a/notebooks/02_how_to_generate.ipynb
+++ b/notebooks/02_how_to_generate.ipynb
@@ -34,7 +34,7 @@
       },
       "source": [
         "\n",
-        "# How to use different decoding methods for open-ended language generation with `transformers`"
+        "# How to generate text: using different decoding methods for language generation with Transformers"
       ]
     },
     {