Update web.py

web.py

@@ -242,6 +242,7 @@ attrs.fraction_of_characters_in_duplicate_lines = sum(
 
 def web_data():
     return Div(
+        Section(
         Div(
         H2("Common Crawl Snapshot Processing"),
         H3("What This Section Contains"),
@@ -287,6 +288,8 @@ def web_data():
             margin-bottom: 15px
         """,
         ),
+        id="section1",),
+        Section(
         H3("TxT360 CommonCrawl Filtering vs Other Pretraining Datasets"),
         P("The following section provides explicit details covering the reasoning and decisions behind each of the filters we applied. The table below provides a high-level comparison of TxT360's filtering compared to other commonly used pretraining datasets."),
         table_div_filter_data,
@@ -325,8 +328,9 @@ def web_data():
 
  #       P("Following C4, we remove any page where the phrase “lorem ipsum” appears since some pages have placeholder “lorem ipsum” text."),
         
-        
-        H2("Stage 1: Document Preparation"),
+        id="section2",),
+        Section(
+        H2("Document Preparation"),
         
         
         P(B("Text Extraction: "), """
@@ -486,8 +490,9 @@ def web_data():
             """, 
         ),
          
-            
-        H2("2. Line-Level Removal"),
+        id="section3",),
+        Section(
+        H2("Line-Level Removal"),
         P("""
         Before filtering low-quality documents, we perform the line-level removal to remove low-quality lines. 
         This ensured that computing quality signals would align with the final kept texts.
@@ -599,8 +604,9 @@ def web_data():
             margin-bottom: 15px
             """, 
         ),
-        
-        H2("3. Document-Level Filtering"),
+        id="section4",),
+        Section(
+        H2("Document-Level Filtering"),
         P("""
         In this section, we introduce each quality signal used to filter out low-quality documents.
         """),
@@ -1660,4 +1666,5 @@ def web_data():
             margin-bottom: 15px
             """, 
         ),
+        id="section5",),
     )