Update readme

README.md

@@ -7,29 +7,31 @@ sdk: static
 pinned: false
 ---
 
-<p class="lg:col-span-3">
-  This organization is a part of the NeurIPS 2021 demonstration <a href="https://training-transformers-together.github.io/">"Training Transformers Together"</a>.
-</p>
-<p class="lg:col-span-3">
-  In this demo, we train a model similar to <a target="_blank" href="https://openai.com/blog/dall-e/">OpenAI DALL-E</a> —
-  a Transformer "language model" that generates images from text descriptions.
-  It is trained on <a target="_blank" href="https://laion.ai/laion-400-open-dataset/">LAION-400M</a>,
-  the world's largest openly available image-text-pair dataset with 400 million samples. Our model is based on
-  the <a target="_blank" href="https://github.com/lucidrains/DALLE-pytorch">dalle‑pytorch</a> implementation
-  by <a target="_blank" href="https://github.com/lucidrains">Phil Wang</a> with a few tweaks to make it communication-efficient.
-</p>
-<p class="lg:col-span-3">
-  See details about how to join and how it works on <a target="_blank" href="https://training-transformers-together.github.io/">our website</a>.
-</p>
-<p class="lg:col-span-3">
-  This organization gathers people participating in the collaborative training and provides links to the necessary resources:
-</p>
-<ul class="lg:col-span-3">
-  <li>👉 Starter kits for <b>Google Colab</b> and <b>Kaggle</b> (easy way to join the training)</li>
-  <li>👉 <a target="_blank" href="https://huggingface.co/spaces/training-transformers-together/Dashboard">Dashboard</a> (the current training state: loss, number of peers, etc.)</li>
-  <li>👉 <a target="_blank" href="https://huggingface.co/training-transformers-together/dalle-demo">Model</a> (the latest checkpoint)</li>
-  <li>👉 <a target="_blank" href="https://huggingface.co/datasets/laion/laion_100m_vqgan_f8">Dataset</a></li>
-</ul>
-<p class="lg:col-span-3">
-  Feel free to reach us on <a target="_blank" href="https://discord.gg/uGugx9zYvN">Discord</a> if you have any questions 🙂
-</p>
+<div class="lg:col-span-3">
+  <p>
+    This organization is a part of the NeurIPS 2021 demonstration <a href="https://training-transformers-together.github.io/">"Training Transformers Together"</a>.
+  </p>
+  <p>
+    In this demo, we train a model similar to <a target="_blank" href="https://openai.com/blog/dall-e/">OpenAI DALL-E</a> —
+    a Transformer "language model" that generates images from text descriptions.
+    It is trained on <a target="_blank" href="https://laion.ai/laion-400-open-dataset/">LAION-400M</a>,
+    the world's largest openly available image-text-pair dataset with 400 million samples. Our model is based on
+    the <a target="_blank" href="https://github.com/lucidrains/DALLE-pytorch">dalle‑pytorch</a> implementation
+    by <a target="_blank" href="https://github.com/lucidrains">Phil Wang</a> with a few tweaks to make it communication-efficient.
+  </p>
+  <p>
+    See details about how to join and how it works on <a target="_blank" href="https://training-transformers-together.github.io/">our website</a>.
+  </p>
+  <p>
+    This organization gathers people participating in the collaborative training and provides links to the necessary resources:
+  </p>
+  <ul>
+    <li>👉 Starter kits for <b>Google Colab</b> and <b>Kaggle</b> (easy way to join the training)</li>
+    <li>👉 <a target="_blank" href="https://huggingface.co/spaces/training-transformers-together/Dashboard">Dashboard</a> (the current training state: loss, number of peers, etc.)</li>
+    <li>👉 <a target="_blank" href="https://huggingface.co/training-transformers-together/dalle-demo">Model</a> (the latest checkpoint)</li>
+    <li>👉 <a target="_blank" href="https://huggingface.co/datasets/laion/laion_100m_vqgan_f8">Dataset</a></li>
+  </ul>
+  <p>
+    Feel free to reach us on <a target="_blank" href="https://discord.gg/uGugx9zYvN">Discord</a> if you have any questions 🙂
+  </p>
+</div>