minor edits to displayed text

app.py

@@ -107,7 +107,6 @@ class DigitClassifier(Viewer):
 
                 <div style="padding:0 2.5% 0 2.5%; text-align:left; font-size:{styles.FONTSIZES['sidebar_txt']}; width: 100%;">
                     <hr style="height:2px; background-color:rgb(200, 200, 200); border:none; margin-top:0">
-
                     <p style="margin:0">
                         This is a handwritten digit classifier that uses a <i>convolutional neural network (CNN)</i>
                         to make predictions. The architecture of the model is a scaled-down version of 
@@ -132,6 +131,11 @@ class DigitClassifier(Viewer):
                         MNIST preprocessing</a>.  
                         This input image represents what the model receives prior to feature extraction and classification.
                     </p>
+                    </br>
+                    <p style="margin:0">
+                        <b>Note:</b> Due to resource limitations on HF Spaces (CPU basic), performance may vary. 
+                        For optimal experience, it's recommended to run the app locally.
+                    </p>
                 </div>
             ''',
             styles = {'margin':' 0rem', 'color': styles.CLRS['sidebar_txt'],