Update results.py

results.py

@@ -342,6 +342,45 @@ fig.update_layout(
 # Show figure
 graph6 = fig
 
+#llama graph 1
+
+import plotly.graph_objects as go
+
+# Data for different years
+data = {
+    "2014": [10.036774097041135, 9.306693996275795, 9.442327622499175, 9.015408185880002, 9.94583162297666, 9.141712571508352],
+    "2015": [9.46310273785878, 8.763464863196129, 9.075851726027564, 8.868392446242012, 9.113560631617027, 8.037411460181893],
+    "2016": [9.41413706166537, 8.645126825996691, 9.527148465147846, 9.120345162203675, 8.9228845723255, 9.14052983061081],
+    "2017": [9.50318602661455, 9.473904977192573, 9.755998086072951, 8.968012141869462, 8.895860780054043, 8.757970647106037],
+    "2018": [9.007669062339426, 10.95829859145081, 10.128151243953157, 9.451949410987668, 8.863879736723902, 8.440366034517687],
+    "2019": [8.388255660116407, 10.676105294328789, 9.728353939624842, 9.381837094065533, 8.401723232809463, 7.5705604983353325],
+    "2020": [10.112246017864624, 10.255251179892559, 9.233548505479437, 9.25131862646364, 8.458532176757009, 7.4808205167223525],
+    "2021": [10.239269162661959, 9.54987953569235, 9.067380903629866, 9.014261939731549, 8.14345667720481, 7.312019290288715],
+    "2022": [9.931951075969451, 9.12737570591033, 8.995868137602248, 9.00805668763514, 7.882044010499616, 7.538858258386088],
+    "2023": [8.646614152066428, 8.806922449908505, 8.816629232137835, 8.995152677487027, 7.737747701620713, 6.77703951001925]
+}
+
+# Buckets
+buckets = ["1-1", "2-5", "6-10", "11-100", "101-1000", "1001-30000000"]
+
+# Create the figure
+fig = go.Figure()
+
+# Add lines for each year
+for year, perplexities in data.items():
+    fig.add_trace(go.Scatter(x=buckets, y=perplexities, mode='lines+markers', name=year))
+
+# Update layout
+fig.update_layout(
+    title="Perplexity Across Different Buckets (Global)",
+    xaxis_title="Bucket (duplicate count range)",
+    yaxis_title="Average Perplexity",
+    legend_title="Year"
+)
+
+# Show the figure
+llama_graph1 = fig
+
 
 intro_div = Div(
         H2("Perplexity Evaluation on Duplicate Data"),
@@ -396,26 +435,32 @@ llama_div = Div(
         Section(
             H2("Llama 3.1 8B"),
             P("For comparison purpose, we run the same perplexity evaluation with llama 3.1 8B model.")
+            plotly2fasthtml(llama_graph1),
         ),
         Section(
             H3("Perplexity vs Buckets"),
             Img(src="images/perp-across-diff-buckets-global.png", height = "300", width = "600" ),
+            #plotly2fasthtml(llama_graph1),
         ),
         Section(
             H3("Perplexity vs Years"),
             Img(src="images/prep-across-diff-years-global.png", height = "300", width = "600" ),
+            #plotly2fasthtml(llama_graph1),
         ),
     Section(
             H3("Perplexity vs Dump Duplication"),
             Img(src="images/prep-vs-dump-dup-global.png", height = "300", width = "600" ),
+        #plotly2fasthtml(llama_graph1),
         ),
     Section(
             H3("Perplexity vs Local Buckets"),
             Img(src="images/prep-diff-buckets-local.png", height = "300", width = "600" ),
+        #plotly2fasthtml(llama_graph1),
         ),
     Section(
             H3("Perplexity vs Local Dump Duplication"),
             Img(src="images/prep-vs-dump-dup-global.png", height = "300", width = "600" ),
+        #plotly2fasthtml(llama_graph1),
         ),
 )