fix drop duplicates

app.py

@@ -58,6 +58,15 @@ ALL_COLUMNS_DATATYPES = [
     #
     "markdown",
 ]
+NO_DUPLICATES_COLUMNS = [
+    "backend.name",
+    "backend.torch_dtype",
+    "optimizations",
+    "quantization",
+    #
+    "weight_class",
+    "model_type",
+]
 SORTING_COLUMN = ["best_score"]
 SORTING_ASCENDING = [False]
 
@@ -99,7 +108,8 @@ def get_benchmark_df(benchmark="Succeeded-1xA100-80GB"):
 
     # sort
     merged_df.sort_values(by=SORTING_COLUMN, ascending=SORTING_ASCENDING, inplace=True)
-
+    # drop duplicates
+    merged_df.drop_duplicates(subset=NO_DUPLICATES_COLUMNS, inplace=True)
     return merged_df
 
 
@@ -122,8 +132,6 @@ def get_benchmark_table(bench_df):
     copy_df["Best Scored LLM 🏆"] = copy_df["Best Scored LLM 🏆"].apply(
         process_model_name
     )
-    # drop duplicates
-    copy_df.drop_duplicates(inplace=True)
 
     return copy_df