thom updates (#71)

- updates (cc8fc62c98c7bc701d5ed1454075425465d6d53d)

README.md

@@ -8,8 +8,7 @@ pinned: true
 license: apache-2.0
 header: mini
 app_file: dist/index.html
-thumbnail: >-
-  https://huggingface.co/spaces/HuggingFaceFW/blogpost-fineweb-v1/resolve/main/screenshot.jpeg
+thumbnail: https://huggingface.co/spaces/nanotron/ultrascale-playbook/resolve/main/screenshot.png
 short_description: The ultimate guide to training LLM on large GPU Clusters
 ---
 

dist/index.html

@@ -2739,6 +2739,10 @@
         <p>We thank <a href="https://huggingface.co/eliebak">Elie</a> for conducting thorough reviews and creating the audio components using NotebookLM. Special thanks to <a href="https://huggingface.co/hynky">Hynek</a> for optimizing the frontend performance. We also thank <a href="https://huggingface.co/sbrandeis">Simon</a> for resolving some issues on the hub.</p>
 
 
+        <h3>Discussion page</h3>
+
+        <p>If you want to discuss the content of this blog post, ask questions, propose changes or just say hi, please open a thread on the <a href="https://huggingface.co/spaces/nanotron/ultrascale-playbook/discussions">discussion page</a>.</p>
+
         <h2>References</h2>
         
         <h3>Landmark LLM Scaling Papers</h3>

src/index.html

@@ -2739,6 +2739,10 @@
         <p>We thank <a href="https://huggingface.co/eliebak">Elie</a> for conducting thorough reviews and creating the audio components using NotebookLM. Special thanks to <a href="https://huggingface.co/hynky">Hynek</a> for optimizing the frontend performance. We also thank <a href="https://huggingface.co/sbrandeis">Simon</a> for resolving some issues on the hub.</p>
 
 
+        <h3>Discussion page</h3>
+
+        <p>If you want to discuss the content of this blog post, ask questions, propose changes or just say hi, please open a thread on the <a href="https://huggingface.co/spaces/nanotron/ultrascale-playbook/discussions">discussion page</a>.</p>
+
         <h2>References</h2>
         
         <h3>Landmark LLM Scaling Papers</h3>