Update app.py

app.py

@@ -225,9 +225,113 @@ def aggregate_leaderboard_data():
             "kk_biology_unt_mc": 0.22330729166666666,
             "kk_human_society_rights_unt_mc": 0.242152466367713,
         },
-        # ...(rest of your baseline entries)...
+        {
+            "model_dtype": "torch.float16",
+            "model": "gpt-4o-mini",
+            "ppl": 0,
+            "mmlu_translated_kk": 0.5623775310254735,
+            "kk_constitution_mc": 0.79,
+            "kk_dastur_mc": 0.755,
+            "kazakh_and_literature_unt_mc": 0.4953071672354949,
+            "kk_geography_unt_mc": 0.5675203725261933,
+            "kk_world_history_unt_mc": 0.6091205211726385,
+            "kk_history_of_kazakhstan_unt_mc": 0.47883435582822087,
+            "kk_english_unt_mc": 0.6763768775603095,
+            "kk_biology_unt_mc": 0.607421875,
+            "kk_human_society_rights_unt_mc": 0.7309417040358744,
+        },
+        {
+            "model_dtype": "api",
+            "model": "gpt-4o",
+            "ppl": 0,
+            "mmlu_translated_kk": 0.7419986936642717,
+            "kk_constitution_mc": 0.841,
+            "kk_dastur_mc": 0.798,
+            "kazakh_and_literature_unt_mc": 0.6785409556313993,
+            "kk_geography_unt_mc": 0.629802095459837,
+            "kk_world_history_unt_mc": 0.6783387622149837,
+            "kk_history_of_kazakhstan_unt_mc": 0.6785276073619632,
+            "kk_english_unt_mc": 0.7410104688211198,
+            "kk_biology_unt_mc": 0.6979166666666666,
+            "kk_human_society_rights_unt_mc": 0.7937219730941704,
+        },
+        {
+            "model_dtype": "torch.float16",
+            "model": "nova-pro-v1",
+            "ppl": 0,
+            "mmlu_translated_kk": 0.6792945787067276,
+            "kk_constitution_mc": 0.7753623188405797,
+            "kk_dastur_mc": 0.718407960199005,
+            "kazakh_and_literature_unt_mc": 0.4656569965870307,
+            "kk_geography_unt_mc": 0.5541327124563445,
+            "kk_world_history_unt_mc": 0.6425081433224755,
+            "kk_history_of_kazakhstan_unt_mc": 0.5,
+            "kk_english_unt_mc": 0.6845698680018206,
+            "kk_biology_unt_mc": 0.6197916666666666,
+            "kk_human_society_rights_unt_mc": 0.7713004484304933,
+        },
+        {
+            "model_dtype": "torch.float16",
+            "model": "gemini-1.5-pro",
+            "ppl": 0,
+            "mmlu_translated_kk": 0.7380796864794252,
+            "kk_constitution_mc": 0.8164251207729468,
+            "kk_dastur_mc": 0.7383084577114428,
+            "kazakh_and_literature_unt_mc": 0.5565273037542662,
+            "kk_geography_unt_mc": 0.6065192083818394,
+            "kk_world_history_unt_mc": 0.6669381107491856,
+            "kk_history_of_kazakhstan_unt_mc": 0.5791411042944785,
+            "kk_english_unt_mc": 0.7114246700045517,
+            "kk_biology_unt_mc": 0.6673177083333334,
+            "kk_human_society_rights_unt_mc": 0.7623318385650224,
+        },
+        {
+            "model_dtype": "torch.float16",
+            "model": "gemini-1.5-flash",
+            "ppl": 0,
+            "mmlu_translated_kk": 0.6335728282168517,
+            "kk_constitution_mc": 0.748792270531401,
+            "kk_dastur_mc": 0.7054726368159204,
+            "kazakh_and_literature_unt_mc": 0.4761092150170648,
+            "kk_geography_unt_mc": 0.5640279394644936,
+            "kk_world_history_unt_mc": 0.5838762214983714,
+            "kk_history_of_kazakhstan_unt_mc": 0.43374233128834355,
+            "kk_english_unt_mc": 0.6681838871187984,
+            "kk_biology_unt_mc": 0.6217447916666666,
+            "kk_human_society_rights_unt_mc": 0.7040358744394619,
+        },
+        {
+            "model_dtype": "torch.float16",
+            "model": "claude-3-5-sonnet",
+            "ppl": 0,
+            "mmlu_translated_kk": 0.7335075114304376,
+            "kk_constitution_mc": 0.8623188405797102,
+            "kk_dastur_mc": 0.7950248756218905,
+            "kazakh_and_literature_unt_mc": 0.6548634812286689,
+            "kk_geography_unt_mc": 0.6431897555296857,
+            "kk_world_history_unt_mc": 0.6669381107491856,
+            "kk_history_of_kazakhstan_unt_mc": 0.6251533742331289,
+            "kk_english_unt_mc": 0.7291761492944925,
+            "kk_biology_unt_mc": 0.6686197916666666,
+            "kk_human_society_rights_unt_mc": 0.8026905829596412,
+        },
+        {
+            "model_dtype": "torch.float16",
+            "model": "yandex-gpt",
+            "ppl": 0,
+            "mmlu_translated_kk": 0.39777922926192033,
+            "kk_constitution_mc": 0.7028985507246377,
+            "kk_dastur_mc": 0.6159203980099502,
+            "kazakh_and_literature_unt_mc": 0.3914249146757679,
+            "kk_geography_unt_mc": 0.4912689173457509,
+            "kk_world_history_unt_mc": 0.5244299674267101,
+            "kk_history_of_kazakhstan_unt_mc": 0.4030674846625767,
+            "kk_english_unt_mc": 0.5844333181611289,
+            "kk_biology_unt_mc": 0.4368489583333333,
+            "kk_human_society_rights_unt_mc": 0.6995515695067265,
+        },
     ]
-    
+
     files_list = glob.glob("./m_data/model_data/external/*.json")
     logging.info(f'FILES LIST: {files_list}')