diff --git a/python/llm/test/benchmark/perplexity/ppl_csv_to_html.py b/python/llm/test/benchmark/perplexity/ppl_csv_to_html.py
index ff4eafeb..c2c18558 100644
--- a/python/llm/test/benchmark/perplexity/ppl_csv_to_html.py
+++ b/python/llm/test/benchmark/perplexity/ppl_csv_to_html.py
@@ -214,49 +214,3 @@ if __name__ == "__main__":
         
         
         
-        
-        
-        
-        
-#         styled_df = latest_csv.style.format(columns).applymap(lambda val: highlight_vals(val, max=3.0, is_last=True), subset=subset1)
-        
-#         # These are the same: 
-#         task = 'ppl_result'       
-#         styled_df = styled_df.applymap(lambda val: highlight_vals(val, max=highlight_threshold, is_last=False), subset=[f'{task}_diff_FP16(%)'])
-#         # add css style to restrict width and wrap text
-#         styled_df.set_table_styles([{
-#             'selector': 'th, td',
-#             'props': [('max-width', '88px'), ('word-wrap', 'break-word')]
-#         }], overwrite=False)
-        
-#         html_output = styled_df.set_table_attributes("border=1").to_html()
-
-#         with open(daily_html, 'w') as f:
-#             f.write(html_output)
-#     else:
-#         latest_csv.drop('Index', axis=1, inplace=True)
-#         columns_sec={'ppl_result': '{:.2f}'}
-#         styled_df = latest_csv.style.format(columns_sec).applymap(lambda val: highlight_vals(val, max=3.0, is_last=True))#, subset=subset1)
-#         task = 'ppl_result'
-#         styled_df = styled_df.applymap(lambda val: highlight_vals(val, max=highlight_threshold, is_last=False), subset=[f'{task}_diff_FP16(%)'])
-        
-
-        
-#         # add css style to restrict width and wrap text
-#         styled_df.set_table_styles([{
-#             'selector': 'th, td',
-#             'props': [('max-width', '88px'), ('word-wrap', 'break-word')]
-#         }], overwrite=False)
-        
-#         html_output = styled_df.set_table_attributes("border=1").to_html()
-
-#         with open(daily_html, 'w') as f:
-#             f.write(html_output)
-
-#     if args.baseline_path and not diffs_within_normal_range:
-#         print("The diffs are outside the normal range: %" + str(highlight_threshold))
-#         return 1 
-#     return 0
-
-# if __name__ == "__main__":
-#     sys.exit(main())