Two files being loaded and results displayed side by side

app.py

@@ -4,17 +4,26 @@ import numpy as np
 import json
 import requests
 
+# URLs for the two JSON files
+FILE_URL_1 = "https://raw.githubusercontent.com/EleutherAI/lm-evaluation-harness/master/results/llama/llama-30B/llama-30B_mmlu_5-shot.json"
+FILE_URL_2 = "https://raw.githubusercontent.com/EleutherAI/lm-evaluation-harness/master/results/llama/llama-13B/llama-13B_mmlu_5-shot.json"
 
-# load from remote json file
-FILE_URL = "https://raw.githubusercontent.com/EleutherAI/lm-evaluation-harness/master/results/llama/llama-30B/llama-30B_mmlu_5-shot.json"
-response = requests.get(FILE_URL)
-data = response.json()
+# Load data from both URLs
+response1 = requests.get(FILE_URL_1)
+data1 = response1.json()
+response2 = requests.get(FILE_URL_2)
+data2 = response2.json()
 
-# Create a DataFrame from the results dictionary
-data = pd.DataFrame(data['results']).T
+# Convert data from both URLs into DataFrames
+data1_df = pd.DataFrame(data1['results']).T
+data2_df = pd.DataFrame(data2['results']).T
 
-# Sort the DataFrame by 'acc' column
-data = data.sort_values('acc', ascending=False)
+# Rename 'acc' column to respective file names
+data1_df = data1_df.rename(columns={'acc': 'acc_file_1'})
+data2_df = data2_df.rename(columns={'acc': 'acc_file_2'})
+
+# Merge the dataframes on index (Here index is the sub-test names)
+data = pd.merge(data1_df['acc_file_1'], data2_df['acc_file_2'], left_index=True, right_index=True)
 
 def show_leaderboard():
     # Convert dataframe to html so that it can be displayed properly in Gradio