Update login.html to fix heading tag and update hyperlinks

login.html

@@ -40,24 +40,24 @@
   <div class="left-align">
     <h2>What's covered?</h2>
     <p>Currently this Space has notebooks covering the following topics:</p>
-    <h4>Creating synthetic text similarity datasets:</h4>
+    <h3>Creating synthetic text similarity datasets</h3>
     <p>
-      A series of notebooks covering the steps for creating a synthetic dataset for
+      A set of notebooks covering the steps for creating a synthetic dataset for
       fine-tuning a sentence similarity model. These notebooks cover:
     </p>
     <ul>
       <li>
         How to do structured generation using the
-        <a href="https://github.com/outlines-dev/outlines">outlines</a> library
+        <a href="https://github.com/outlines-dev/outlines" target="_blank">outlines</a> library
         to have more control on the outputs generated by a LLM.
       </li>
       <li>
         How to use
-        <a href="https://docs.llamaindex.ai/en/stable/">Llama-index</a> to chunk
+        <a href="https://docs.llamaindex.ai/en/stable/" target="_blank">Llama-index</a> to chunk
         texts to fit into the context length of sentence embedding models.
-      </li>
-      <li>
-        Using <a href="https://github.com/vllm-project/vllm">vLLM</a> to
+            </li>
+            <li>
+        Using <a href="https://github.com/vllm-project/vllm" target="_blank">vLLM</a> to
         efficiently create a dataset that can be used to fine-tune a Sentence
         similarity model.
       </li>
@@ -66,11 +66,11 @@
   <div class="center-align">
     <h2>Using the Space</h2>
     <p>
-    To use this Space, you should <a href="https://huggingface.co/spaces/davanstrien/synthetic-data-workshop?duplicate=true">duplicate it</a>.
+    To use this Space, you should <a href="https://huggingface.co/spaces/davanstrien/synthetic-data-workshop?duplicate=true" target="_blank">duplicate it</a>.
     To ensure your work is saved it's suggested to enable  persistent storage for your Space.
     To start, you may want to use a smaller GPU like the T4 and switch out to a bigger GPU when you want to run larger LLMs or generate more data.
       <b>Reminder</b> you can preview the notebooks in the Space without running
-      them. You can find the Jupyter Notebooks in the  <a href="https://huggingface.co/spaces/davanstrien/synthetic-data-workshop/tree/main/notebooks">notebooks folder </a>.
+      them. You can find the Jupyter Notebooks in the  <a href="https://huggingface.co/spaces/davanstrien/synthetic-data-workshop/tree/main/notebooks" target="_blank">notebooks folder </a>.
     </p>
     </p>
     <h2>Duplicate the Space to run your own instance</h2>