Update app.py

app.py

@@ -282,525 +282,616 @@ def download_all_data():
 # This is your larger dataset, rank = 44..105
 benchmark_data = [
     {
-        "rank": 44,
-        "name": "sometimesanotion/Qwen2.5-14B-Vimarckoso-v3",
-        "scores": {
-            "average": 40.10,
-            "IFEval": 72.57,
-            "BBH": 48.58,
-            "MATH": 34.44,
-            "GPQA": 17.34,
-            "MUSR": 19.39,
-            "MMLU-PRO": 48.26
-        },
-        "hf_url": "https://huggingface.co/sometimesanotion/Qwen2.5-14B-Vimarckoso-v3",
-        "known_config": {
-            "models": [
-                {"model": "CultriX/SeQwence-14Bv1"},
-                {"model": "allknowingroger/Qwenslerp5-14B"}
-            ],
-            "merge_method": "slerp",
-            "base_model": "CultriX/SeQwence-14Bv1",
-            "dtype": "bfloat16",
-            "parameters": {
-                "t": [0, 0.5, 1, 0.5, 0]
-            }
-        }
+        rank: 1,
+        name: "sometimesanotion/Lamarck-14B-v0.7-rc4",
+        scores: {
+            average: 41.22,
+            IFEval: 72.11,
+            BBH: 49.85,
+            MATH: 36.86,
+            GPQA: 18.57,
+            MUSR: 21.07,
+            MMLU_PRO: 48.89,
+            Architecture: "Qwen2ForCausalLM",
+            Parameters: "14.766B",
+            Chat_Template: "No"
+        },
+        hf_url: "https://huggingface.co/sometimesanotion/Lamarck-14B-v0.7-rc4",
+        known_config: None
+    },
+    {
+        rank: 2,
+        name: "arcee-ai/Virtuoso-Small-v2",
+        scores: {
+            average: 41.08,
+            IFEval: 82.73,
+            BBH: 50.95,
+            MATH: 38.22,
+            GPQA: 13.76,
+            MUSR: 14.28,
+            MMLU_PRO: 46.53,
+            Architecture: "Qwen2ForCausalLM",
+            Parameters: "14.766B",
+            Chat_Template: "Yes"
+        },
+        hf_url: "https://huggingface.co/arcee-ai/Virtuoso-Small-v2",
+        known_config: None
+    },
+    {
+        rank: 3,
+        name: "sometimesanotion/Qwenvergence-14B-v12-Prose-DS",
+        scores: {
+            average: 41.08,
+            IFEval: 61.73,
+            BBH: 49.87,
+            MATH: 42.30,
+            GPQA: 19.24,
+            MUSR: 24.78,
+            MMLU_PRO: 48.54,
+            Architecture: "Qwen2ForCausalLM",
+            Parameters: "14.766B",
+            Chat_Template: "No"
+        },
+        hf_url: "https://huggingface.co/sometimesanotion/Qwenvergence-14B-v12-Prose-DS",
+        known_config: None
+    },
+    {
+        rank: 4,
+        name: "bunnycore/Phi-4-Model-Stock-v4",
+        scores: {
+            average: 41.03,
+            IFEval: 71.10,
+            BBH: 55.90,
+            MATH: 37.16,
+            GPQA: 15.88,
+            MUSR: 17.30,
+            MMLU_PRO: 48.82,
+            Architecture: "LlamaForCausalLM",
+            Parameters: "14.66B",
+            Chat_Template: "Yes"
+        },
+        hf_url: "https://huggingface.co/bunnycore/Phi-4-Model-Stock-v4",
+        known_config: None
+    },
+    {
+        rank: 5,
+        name: "sthenno/tempesthenno-nuslerp-0124",
+        scores: {
+            average: 40.97,
+            IFEval: 70.04,
+            BBH: 49.28,
+            MATH: 39.27,
+            GPQA: 18.68,
+            MUSR: 20.21,
+            MMLU_PRO: 48.36,
+            Architecture: "Qwen2ForCausalLM",
+            Parameters: "14.766B",
+            Chat_Template: "No"
+        },
+        hf_url: "https://huggingface.co/sthenno/tempesthenno-nuslerp-0124",
+        known_config: None
+    },
+    {
+        rank: 6,
+        name: "bunnycore/Phi-4-RR-Shoup",
+        scores: {
+            average: 40.95,
+            IFEval: 65.87,
+            BBH: 56.11,
+            MATH: 47.96,
+            GPQA: 11.63,
+            MUSR: 14.94,
+            MMLU_PRO: 49.21,
+            Architecture: "LlamaForCausalLM",
+            Parameters: "14.66B",
+            Chat_Template: "Yes"
+        },
+        hf_url: "https://huggingface.co/bunnycore/Phi-4-RR-Shoup",
+        known_config: None
+    },
+    {
+        rank: 7,
+        name: "sometimesanotion/Qwenvergence-14B-v10",
+        scores: {
+            average: 40.86,
+            IFEval: 67.57,
+            BBH: 46.75,
+            MATH: 44.18,
+            GPQA: 17.23,
+            MUSR: 22.33,
+            MMLU_PRO: 47.10,
+            Architecture: "Qwen2ForCausalLM",
+            Parameters: "14.766B",
+            Chat_Template: "No"
+        },
+        hf_url: "https://huggingface.co/sometimesanotion/Qwenvergence-14B-v10",
+        known_config: None
+    },
+    {
+        rank: 8,
+        name: "bunnycore/Phi-4-RStock-v0.1",
+        scores: {
+            average: 40.84,
+            IFEval: 70.03,
+            BBH: 55.98,
+            MATH: 38.07,
+            GPQA: 15.32,
+            MUSR: 16.73,
+            MMLU_PRO: 48.90,
+            Architecture: "LlamaForCausalLM",
+            Parameters: "14.66B",
+            Chat_Template: "Yes"
+        },
+        hf_url: "https://huggingface.co/bunnycore/Phi-4-RStock-v0.1",
+        known_config: None
+    },
+    {
+        rank: 9,
+        name: "jpacifico/Chocolatine-2-14B-Instruct-v2.0b3",
+        scores: {
+            average: 40.74,
+            IFEval: 73.23,
+            BBH: 49.57,
+            MATH: 36.93,
+            GPQA: 17.23,
+            MUSR: 19.30,
+            MMLU_PRO: 48.19,
+            Architecture: "Qwen2ForCausalLM",
+            Parameters: "14.766B",
+            Chat_Template: "No"
+        },
+        hf_url: "https://huggingface.co/jpacifico/Chocolatine-2-14B-Instruct-v2.0b3",
+        known_config: None
+    },
+    {
+        rank: 10,
+        name: "bunnycore/Phi-4-ReasoningRP",
+        scores: {
+            average: 40.73,
+            IFEval: 67.36,
+            BBH: 55.88,
+            MATH: 44.34,
+            GPQA: 12.53,
+            MUSR: 15.14,
+            MMLU_PRO: 49.12,
+            Architecture: "LlamaForCausalLM",
+            Parameters: "14.66B",
+            Chat_Template: "Yes"
+        },
+        hf_url: "https://huggingface.co/bunnycore/Phi-4-ReasoningRP",
+        known_config: None
+    },
+    {
+        rank: 11,
+        name: "sometimesanotion/Lamarck-14B-v0.7-rc1",
+        scores: {
+            average: 40.69,
+            IFEval: 73.05,
+            BBH: 49.51,
+            MATH: 35.80,
+            GPQA: 18.57,
+            MUSR: 18.13,
+            MMLU_PRO: 49.06,
+            Architecture: "Qwen2ForCausalLM",
+            Parameters: "14.766B",
+            Chat_Template: "No"
+        },
+        hf_url: "https://huggingface.co/sometimesanotion/Lamarck-14B-v0.7-rc1",
+        known_config: None
+    },
+    {
+        rank: 12,
+        name: "jpacifico/Chocolatine-2-14B-Instruct-v2.0b2",
+        scores: {
+            average: 40.62,
+            IFEval: 72.41,
+            BBH: 49.58,
+            MATH: 35.73,
+            GPQA: 17.79,
+            MUSR: 19.66,
+            MMLU_PRO: 48.54,
+            Architecture: "Qwen2ForCausalLM",
+            Parameters: "14.766B",
+            Chat_Template: "No"
+        },
+        hf_url: "https://huggingface.co/jpacifico/Chocolatine-2-14B-Instruct-v2.0b2",
+        known_config: None
+    },
+    {
+        rank: 13,
+        name: "sometimesanotion/Qwenvergence-14B-v11",
+        scores: {
+            average: 40.56,
+            IFEval: 71.92,
+            BBH: 47.55,
+            MATH: 40.71,
+            GPQA: 16.33,
+            MUSR: 18.76,
+            MMLU_PRO: 48.08,
+            Architecture: "Qwen2ForCausalLM",
+            Parameters: "14.766B",
+            Chat_Template: "No"
+        },
+        hf_url: "https://huggingface.co/sometimesanotion/Qwenvergence-14B-v11",
+        known_config: None
+    },
+    {
+        rank: 14,
+        name: "sthenno/tempesthenno-ppo-ckpt40",
+        scores: {
+            average: 40.55,
+            IFEval: 79.23,
+            BBH: 50.57,
+            MATH: 34.21,
+            GPQA: 17.00,
+            MUSR: 14.56,
+            MMLU_PRO: 47.69,
+            Architecture: "Qwen2ForCausalLM",
+            Parameters: "14.766B",
+            Chat_Template: "Yes"
+        },
+        hf_url: "https://huggingface.co/sthenno/tempesthenno-ppo-ckpt40",
+        known_config: None
+    },
+    {
+        rank: 15,
+        name: "tensopolis/virtuoso-small-v2-tensopolis-v1",
+        scores: {
+            average: 40.38,
+            IFEval: 80.94,
+            BBH: 50.46,
+            MATH: 35.88,
+            GPQA: 13.65,
+            MUSR: 15.82,
+            MMLU_PRO: 45.52,
+            Architecture: "Qwen2ForCausalLM",
+            Parameters: "14.766B",
+            Chat_Template: "Yes"
+        },
+        hf_url: "https://huggingface.co/tensopolis/virtuoso-small-v2-tensopolis-v1",
+        known_config: None
+    },
+    {
+        rank: 16,
+        name: "sometimesanotion/Lamarck-14B-v0.6",
+        scores: {
+            average: 40.37,
+            IFEval: 69.73,
+            BBH: 49.30,
+            MATH: 35.65,
+            GPQA: 18.57,
+            MUSR: 20.12,
+            MMLU_PRO: 48.89,
+            Architecture: "Qwen2ForCausalLM",
+            Parameters: "14.766B",
+            Chat_Template: "No"
+        },
+        hf_url: "https://huggingface.co/sometimesanotion/Lamarck-14B-v0.6",
+        known_config: None
+    },
+    {
+        rank: 17,
+        name: "sthenno-com/miscii-14b-0130",
+        scores: {
+            average: 40.29,
+            IFEval: 66.47,
+            BBH: 49.84,
+            MATH: 38.44,
+            GPQA: 17.56,
+            MUSR: 20.96,
+            MMLU_PRO: 48.48,
+            Architecture: "Qwen2ForCausalLM",
+            Parameters: "14.766B",
+            Chat_Template: "No"
+        },
+        hf_url: "https://huggingface.co/sthenno-com/miscii-14b-0130",
+        known_config: None
     },
     {
-        "rank": 45,
-        "name": "sthenno-com/miscii-14b-1225",
-        "scores": {
-            "average": 40.08,
-            "IFEval": 78.78,
-            "BBH": 50.91,
-            "MATH": 31.57,
-            "GPQA": 17.00,
-            "MUSR": 14.77,
-            "MMLU-PRO": 47.46
-        },
-        "hf_url": "https://huggingface.co/sthenno-com/miscii-14b-1225",
-        "known_config": None
-    },
-    {
-        "rank": 46,
-        "name": "djuna/Q2.5-Veltha-14B-0.5",
-        "scores": {
-            "average": 39.96,
-            "IFEval": 77.96,
-            "BBH": 50.32,
-            "MATH": 33.84,
-            "GPQA": 15.77,
-            "MUSR": 14.17,
-            "MMLU-PRO": 47.72
-        },
-        "hf_url": "https://huggingface.co/djuna/Q2.5-Veltha-14B-0.5",
-        "known_config": None
-    },
-    {
-        "rank": 48,
-        "name": "sometimesanotion/Qwen2.5-14B-Vimarckoso-v3-model_stock",
-        "scores": {
-            "average": 39.81,
-            "IFEval": 71.62,
-            "BBH": 48.76,
-            "MATH": 33.99,
-            "GPQA": 17.34,
-            "MUSR": 19.23,
-            "MMLU-PRO": 47.95
-        },
-        "hf_url": "https://huggingface.co/sometimesanotion/Qwen2.5-14B-Vimarckoso-v3-model_stock",
-        "known_config": None
-    },
-    {
-        "rank": 50,
-        "name": "sometimesanotion/Qwen2.5-14B-Vimarckoso-v3-Prose01",
-        "scores": {
-            "average": 39.46,
-            "IFEval": 68.72,
-            "BBH": 47.71,
-            "MATH": 35.05,
-            "GPQA": 18.23,
-            "MUSR": 19.56,
-            "MMLU-PRO": 47.50
-        },
-        "hf_url": "https://huggingface.co/sometimesanotion/Qwen2.5-14B-Vimarckoso-v3-Prose01",
-        "known_config": None
-    },
-    {
-        "rank": 52,
-        "name": "arcee-ai/Virtuoso-Small",
-        "scores": {
-            "average": 39.43,
-            "IFEval": 79.35,
-            "BBH": 50.40,
-            "MATH": 34.29,
-            "GPQA": 11.52,
-            "MUSR": 14.44,
-            "MMLU-PRO": 46.57
-        },
-        "hf_url": "https://huggingface.co/arcee-ai/Virtuoso-Small",
-        "known_config": None
-    },
-    {
-        "rank": 54,
-        "name": "sometimesanotion/Qwentinuum-14B-v6",
-        "scores": {
-            "average": 39.23,
-            "IFEval": 63.04,
-            "BBH": 50.23,
-            "MATH": 33.84,
-            "GPQA": 18.23,
-            "MUSR": 21.18,
-            "MMLU-PRO": 48.89
-        },
-        "hf_url": "https://huggingface.co/sometimesanotion/Qwentinuum-14B-v6",
-        "known_config": None
-    },
-    {
-        "rank": 55,
-        "name": "djuna/Q2.5-Veltha-14B",
-        "scores": {
-            "average": 39.21,
-            "IFEval": 82.92,
-            "BBH": 49.75,
-            "MATH": 28.02,
-            "GPQA": 14.54,
-            "MUSR": 12.26,
-            "MMLU-PRO": 47.76
-        },
-        "hf_url": "https://huggingface.co/djuna/Q2.5-Veltha-14B",
-        "known_config": None
-    },
-    {
-        "rank": 57,
-        "name": "allknowingroger/QwenSlerp6-14B",
-        "scores": {
-            "average": 39.02,
-            "IFEval": 68.67,
-            "BBH": 47.59,
-            "MATH": 34.14,
-            "GPQA": 16.44,
-            "MUSR": 18.32,
-            "MMLU-PRO": 48.95
-        },
-        "hf_url": "https://huggingface.co/allknowingroger/QwenSlerp6-14B",
-        "known_config": None
-    },
-    {
-        "rank": 58,
-        "name": "allknowingroger/QwenSlerp5-14B",
-        "scores": {
-            "average": 38.94,
-            "IFEval": 71.19,
-            "BBH": 47.39,
-            "MATH": 33.16,
-            "GPQA": 15.32,
-            "MUSR": 17.81,
-            "MMLU-PRO": 48.78
-        },
-        "hf_url": "https://huggingface.co/allknowingroger/QwenSlerp5-14B",
-        "known_config": None
-    },
-    {
-        "rank": 59,
-        "name": "sometimesanotion/Qwentinuum-14B-v5",
-        "scores": {
-            "average": 38.87,
-            "IFEval": 62.86,
-            "BBH": 50.28,
-            "MATH": 31.57,
-            "GPQA": 18.34,
-            "MUSR": 21.09,
-            "MMLU-PRO": 49.09
-        },
-        "hf_url": "https://huggingface.co/sometimesanotion/Qwentinuum-14B-v5",
-        "known_config": None
-    },
-    {
-        "rank": 60,
-        "name": "sometimesanotion/Qwenvergence-14B-v6-Prose",
-        "scores": {
-            "average": 38.82,
-            "IFEval": 59.90,
-            "BBH": 50.12,
-            "MATH": 34.89,
-            "GPQA": 18.46,
-            "MUSR": 21.02,
-            "MMLU-PRO": 48.56
-        },
-        "hf_url": "https://huggingface.co/sometimesanotion/Qwenvergence-14B-v6-Prose",
-        "known_config": None
-    },
-    {
-        "rank": 61,
-        "name": "CultriX/Qwen2.5-14B-Brocav3",
-        "scores": {
-            "average": 38.76,
-            "IFEval": 69.52,
-            "BBH": 49.05,
-            "MATH": 32.25,
-            "GPQA": 14.54,
-            "MUSR": 19.25,
-            "MMLU-PRO": 47.97
-        },
-        "hf_url": "https://huggingface.co/CultriX/Qwen2.5-14B-Brocav3",
-        "known_config": None
-    },
-    {
-        "rank": 62,
-        "name": "sometimesanotion/Qwentinuum-14B-v7",
-        "scores": {
-            "average": 38.76,
-            "IFEval": 61.09,
-            "BBH": 50.35,
-            "MATH": 33.38,
-            "GPQA": 18.79,
-            "MUSR": 19.95,
-            "MMLU-PRO": 49.00
-        },
-        "hf_url": "https://huggingface.co/sometimesanotion/Qwentinuum-14B-v7",
-        "known_config": None
-    },
-    {
-        "rank": 64,
-        "name": "sometimesanotion/Qwentinuum-14B-v3",
-        "scores": {
-            "average": 38.74,
-            "IFEval": 61.58,
-            "BBH": 50.04,
-            "MATH": 32.85,
-            "GPQA": 18.34,
-            "MUSR": 20.62,
-            "MMLU-PRO": 49.03
-        },
-        "hf_url": "https://huggingface.co/sometimesanotion/Qwentinuum-14B-v3",
-        "known_config": None
-    },
-    {
-        "rank": 65,
-        "name": "allura-org/TQ2.5-14B-Aletheia-v1",
-        "scores": {
-            "average": 38.74,
-            "IFEval": 75.30,
-            "BBH": 50.88,
-            "MATH": 29.53,
-            "GPQA": 14.99,
-            "MUSR": 14.61,
-            "MMLU-PRO": 47.12
-        },
-        "hf_url": "https://huggingface.co/allura-org/TQ2.5-14B-Aletheia-v1",
-        "known_config": None
-    },
-    {
-        "rank": 66,
-        "name": "qingy2024/Fusion4-14B-Instruct",
-        "scores": {
-            "average": 38.73,
-            "IFEval": 76.49,
-            "BBH": 50.70,
-            "MATH": 33.91,
-            "GPQA": 10.74,
-            "MUSR": 13.97,
-            "MMLU-PRO": 46.60
-        },
-        "hf_url": "https://huggingface.co/qingy2024/Fusion4-14B-Instruct",
-        "known_config": None
-    },
-    {
-        "rank": 68,
-        "name": "CultriX/Qwen2.5-14B-Brocav7",
-        "scores": {
-            "average": 38.52,
-            "IFEval": 67.24,
-            "BBH": 48.91,
-            "MATH": 31.87,
-            "GPQA": 15.66,
-            "MUSR": 20.15,
-            "MMLU-PRO": 47.31
-        },
-        "hf_url": "https://huggingface.co/CultriX/Qwen2.5-14B-Brocav7",
-        "known_config": None
-    },
-    {
-        "rank": 71,
-        "name": "sometimesanotion/Qwentinuum-14B-v6-Prose",
-        "scores": {
-            "average": 38.46,
-            "IFEval": 56.43,
-            "BBH": 50.14,
-            "MATH": 35.57,
-            "GPQA": 18.46,
-            "MUSR": 21.34,
-            "MMLU-PRO": 48.80
-        },
-        "hf_url": "https://huggingface.co/sometimesanotion/Qwentinuum-14B-v6-Prose",
-        "known_config": None
-    },
-    {
-        "rank": 76,
-        "name": "CultriX/Qwen2.5-14B-Brocav6",
-        "scores": {
-            "average": 38.32,
-            "IFEval": 69.95,
-            "BBH": 47.82,
-            "MATH": 29.61,
-            "GPQA": 15.66,
-            "MUSR": 18.88,
-            "MMLU-PRO": 47.99
-        },
-        "hf_url": "https://huggingface.co/CultriX/Qwen2.5-14B-Brocav6",
-        "known_config": None
-    },
-    {
-        "rank": 80,
-        "name": "CultriX/SeQwence-14Bv1",
-        "scores": {
-            "average": 38.20,
-            "IFEval": 66.78,
-            "BBH": 47.19,
-            "MATH": 33.53,
-            "GPQA": 14.88,
-            "MUSR": 18.80,
-            "MMLU-PRO": 48.00
-        },
-        "hf_url": "https://huggingface.co/CultriX/SeQwence-14Bv1",
-        "known_config": None
-    },
-    {
-        "rank": 85,
-        "name": "sometimesanotion/Qwentinuum-14B-v013",
-        "scores": {
-            "average": 37.96,
-            "IFEval": 67.11,
-            "BBH": 43.97,
-            "MATH": 33.01,
-            "GPQA": 14.32,
-            "MUSR": 24.99,
-            "MMLU-PRO": 44.34
-        },
-        "hf_url": "https://huggingface.co/sometimesanotion/Qwentinuum-14B-v013",
-        "known_config": None
-    },
-    {
-        "rank": 86,
-        "name": "CultriX/Qwen2.5-14B-Wernickev3",
-        "scores": {
-            "average": 37.94,
-            "IFEval": 70.48,
-            "BBH": 44.58,
-            "MATH": 32.78,
-            "GPQA": 14.99,
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 ]