Update app.py

app.py

@@ -15,6 +15,8 @@ pretty_category_names = {
     "rewrite": "Rewrite",
 }
 
+reference_model_name = "timdettmers/guanaco-13b"
+
 
 leaderboard_results = requests.get("https://llmleaderboard.blob.core.windows.net/llmleaderboard/evaluation_resuls.json").json()
 categories = list(leaderboard_results.keys())
@@ -47,6 +49,12 @@ for model in models:
 table = pd.DataFrame(table, columns=['Model'] + pretty_categories)
 table = table.sort_values(by=['Total'], ascending=False)
 table = table.head(5)
+
+# Add row with reference model
+row = [reference_model_name] + [50.0] * len(pretty_categories)
+table = table.append(pd.Series(row, index=table.columns), ignore_index=True)
+table = table.sort_values(by=['Total'], ascending=False) 
+
 table.index = range(1, len(table) + 1)
 
 for category in pretty_category_names.values():