Small changes

app.py

@@ -126,7 +126,6 @@ def init_leaderboard(dataframe, default_selection=None, hidden_columns=None):
     )
 '''
 
-
 def download_snapshot(repo, local_dir):
     """Try to download a snapshot from Hugging Face Hub."""
     try:

src/leaderboard/read_evals.py

@@ -44,21 +44,22 @@ class EvalResult:
         config = data.get("config")
 
         #average_CPS = f"{data.get('average_CPS'):.2f}"
-        # Ottieni average_CPS come float
+        # Get average_CPS
         average_CPS = float(data.get('average_CPS', 0.0))  # 0.0 come valore di default
-
-        fewshot = config.get("num_fewshot", False)  # Imposta il valore predefinito a 0
+        # Get number of fewshot
+        fewshot = config.get("num_fewshot", False)
 
         try:
             if fewshot == "5":
                 is_5fewshot = True
             else:
-                is_5fewshot = False# Converte in intero se possibile
+                is_5fewshot = False
         except ValueError:
-            is_5fewshot = False  # Se la conversione fallisce, assegna 0
+            is_5fewshot = False
         # Determine the few-shot type (ZS or FS) based on num_fewshot
         fewshot_symbol = FewShotType.from_num_fewshot(is_5fewshot)  # Use the new
 
+        # Determine the number of parameters of the models
         num_params = int(0)
         num_params_billion = config.get("num_params_billion")
         if num_params_billion is not None:
@@ -89,7 +90,7 @@ class EvalResult:
             if architectures:
                 architecture = ";".join(architectures)
 
-        # Extract results available in this file (some results are split in several files)
+        # Extract the results of the models
         results = {}
         for task in Tasks:
             task = task.value