Fix directory structure

webserver/templates/index.html

@@ -190,10 +190,10 @@
       
       <ul class="workflow-instructions" style="list-style-type: none; padding-left: 0; margin-top: 20px;">
         <li style="margin-bottom: 12px; line-height: 1.6;">
-          <strong style="color: #2563a8;">Fine-tune (Left Panel):</strong> Upload your raw spectral data and labels. The system will automatically execute a complete AutoML pipeline—including range cropping (0-3500 cm⁻¹), missing value interpolation, min-max normalization, dataset splitting, and minority class data augmentation—before fine-tuning the pretrained GEMS model and generating comprehensive evaluation reports.
+          <strong style="color: #2563a8;">Fine-tune (Left Panel):</strong> Upload your raw spectral data and labels. The system will automatically execute a complete AutoML pipeline before fine-tuning the pretrained GEMS model and generating comprehensive evaluation reports.
         </li>
         <li style="line-height: 1.6;">
-          <strong style="color: #2563a8;">Predict (Right Panel):</strong> Bypass the training phase. Upload a previously fine-tuned <code style="background: #E2E8F0; padding: 2px 6px; border-radius: 4px; font-family: monospace;">.pth</code> model weight file alongside your new spectral data for instant classification and confident Top-5 logit predictions.
+          <strong style="color: #2563a8;">Predict (Right Panel):</strong> Upload a previously fine-tuned <code style="background: #E2E8F0; padding: 2px 6px; border-radius: 4px; font-family: monospace;">.pth</code> model weight file alongside your unknown spectral data for instant classification and confident Top-5 logit predictions.
         </li>
       </ul>
     </div>