Update app.py

app.py

@@ -1,5 +1,3 @@
-#--- START OF FILE app.py ---
-
 import os
 import shutil
 import subprocess
@@ -600,6 +598,7 @@ with gr.Blocks(css=css) as demo:
         apply_aggressive_optimization = gr.Checkbox(value=True, label="Apply Aggressive Optimization", info="Reduces attention heads and hidden size.")
         apply_reduce_layers = gr.Checkbox(value=True, label="Reduce Layers", info="Reduces the number of layers in the model.")
         apply_smaller_embeddings = gr.Checkbox(value=True, label="Use Smaller Embeddings", info="Reduces the size of the embedding layer.")
+#        apply_weight_sharing = gr.Checkbox(value=False, label="Apply Weight Sharing
         apply_weight_sharing = gr.Checkbox(value=False, label="Apply Weight Sharing", info="Shares weights across layers to reduce parameters.")
         apply_low_rank_approx = gr.Checkbox(value=False, label="Apply Low-Rank Approximation", info="Approximates weight matrices with lower rank.")
         use_lora_opt = gr.Checkbox(value=False, label="Use LoRA", info="Applies Low-Rank Adaptation.")