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@@ -45,7 +45,7 @@
       <li><strong>K2</strong>: Fine-tuned on broader/general-purpose data</li>
       <li><strong>K3</strong>: Fine-tuned for clarity and simplicity</li>
     </ul>
-    <p>K stands for <em>Knowledge</em>, with higher numbers representing more advanced training stages.</p>
+    <p>K stands for <em>Knowledge</em>, with higher numbers representing more advanced training stages. <strong>Higher doesn't mean the model has more parameters!</strong></p>
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@@ -70,17 +70,6 @@
     </ul>
   </div>
 
-  <div class="section">
-    <h2>Training Objectives</h2>
-    <p>All models aim to reach a target training loss that signifies strong generalization ability. Training is monitored using:</p>
-    <ul>
-      <li>Loss convergence</li>
-      <li>Gradient norms</li>
-      <li>Learning rate schedules</li>
-      <li>Evaluation tasks (math, logic, generation)</li>
-    </ul>
-  </div>
-
   <div class="section">
     <h2>Contact & More</h2>
     <p>Developed and maintained by <strong>PingVortex</strong>.</p>