Update app.py

app.py

@@ -319,1808 +319,1809 @@ def download_all_data():
 # --------------------------------------------------------------------
 # This is your larger dataset, rank = 44..105
 benchmark_data = [
-{
+[
+  {
     "rank": 1,
     "name": "wanlige/li-14b-v0.4",
     "scores": {
-        "average": 43.66,
-        "IFEval": 81.33,
-        "BBH": 50.38,
-        "MATH": 55.74,
-        "GPQA": 11.86,
-        "MUSR": 16.35,
-        "MMLU_PRO": 46.30,
-        "Architecture": "Qwen2ForCausalLM",
-        "Parameters": "14.77B",
-        "Chat_Template": "Yes"
+      "average": 43.66,
+      "IFEval": 81.33,
+      "BBH": 50.38,
+      "MATH": 55.74,
+      "GPQA": 11.86,
+      "MUSR": 16.35,
+      "MMLU_PRO": 46.3,
+      "Architecture": "Qwen2ForCausalLM",
+      "Parameters": "14.77B",
+      "Chat_Template": "Yes"
     },
     "hf_url": "https://huggingface.co/wanlige/li-14b-v0.4",
     "known_config": null
-},
-{
+  },
+  {
     "rank": 2,
     "name": "suayptalha/Lamarckvergence-14B",
     "scores": {
-        "average": 43.32,
-        "IFEval": 76.56,
-        "BBH": 50.33,
-        "MATH": 54.0,
-        "GPQA": 15.1,
-        "MUSR": 16.34,
-        "MMLU_PRO": 47.59,
-        "Architecture": "Qwen2ForCausalLM",
-        "Parameters": "14.766B",
-        "Chat_Template": "Yes"
+      "average": 43.32,
+      "IFEval": 76.56,
+      "BBH": 50.33,
+      "MATH": 54,
+      "GPQA": 15.1,
+      "MUSR": 16.34,
+      "MMLU_PRO": 47.59,
+      "Architecture": "Qwen2ForCausalLM",
+      "Parameters": "14.766B",
+      "Chat_Template": "Yes"
     },
     "hf_url": "https://huggingface.co/suayptalha/Lamarckvergence-14B",
     "known_config": null
-},
-{
+  },
+  {
     "rank": 3,
     "name": "wanlige/li-14b-v0.4-slerp0.1",
     "scores": {
-        "average": 42.91,
-        "IFEval": 79.23,
-        "BBH": 50.88,
-        "MATH": 53.32,
-        "GPQA": 14.54,
-        "MUSR": 11.75,
-        "MMLU_PRO": 47.71,
-        "Architecture": "Qwen2ForCausalLM",
-        "Parameters": "14.766B",
-        "Chat_Template": "Yes"
+      "average": 42.91,
+      "IFEval": 79.23,
+      "BBH": 50.88,
+      "MATH": 53.32,
+      "GPQA": 14.54,
+      "MUSR": 11.75,
+      "MMLU_PRO": 47.71,
+      "Architecture": "Qwen2ForCausalLM",
+      "Parameters": "14.766B",
+      "Chat_Template": "Yes"
     },
     "hf_url": "https://huggingface.co/wanlige/li-14b-v0.4-slerp0.1",
     "known_config": null
-},
-{
+  },
+  {
     "rank": 4,
     "name": "sthenno-com/miscii-14b-0218",
     "scores": {
-        "average": 42.90,
-        "IFEval": 76.56,
-        "BBH": 50.64,
-        "MATH": 51.44,
-        "GPQA": 17.79,
-        "MUSR": 13.21,
-        "MMLU_PRO": 47.75,
-        "Architecture": "Qwen2ForCausalLM",
-        "Parameters": "14.766B",
-        "Chat_Template": "Yes"
+      "average": 42.9,
+      "IFEval": 76.56,
+      "BBH": 50.64,
+      "MATH": 51.44,
+      "GPQA": 17.79,
+      "MUSR": 13.21,
+      "MMLU_PRO": 47.75,
+      "Architecture": "Qwen2ForCausalLM",
+      "Parameters": "14.766B",
+      "Chat_Template": "Yes"
     },
     "hf_url": "https://huggingface.co/sthenno-com/miscii-14b-0218",
     "known_config": null
-},
-{
+  },
+  {
     "rank": 5,
     "name": "sthenno/tempesthenno-ppo-ckpt40",
     "scores": {
-        "average": 42.74,
-        "IFEval": 79.23,
-        "BBH": 50.57,
-        "MATH": 47.36,
-        "GPQA": 17.0,
-        "MUSR": 14.56,
-        "MMLU_PRO": 47.69,
-        "Architecture": "Qwen2ForCausalLM",
-        "Parameters": "14.766B",
-        "Chat_Template": "Yes"
+      "average": 42.74,
+      "IFEval": 79.23,
+      "BBH": 50.57,
+      "MATH": 47.36,
+      "GPQA": 17,
+      "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": null
-},
-{
+  },
+  {
     "rank": 6,
     "name": "tanliboy/lambda-qwen2.5-14b-dpo-test",
     "scores": {
-        "average": 42.62,
-        "IFEval": 82.31,
-        "BBH": 48.45,
-        "MATH": 54.61,
-        "GPQA": 14.99,
-        "MUSR": 12.59,
-        "MMLU_PRO": 42.75,
-        "Architecture": "Qwen2ForCausalLM",
-        "Parameters": "14.77B",
-        "Chat_Template": "Yes"
+      "average": 42.62,
+      "IFEval": 82.31,
+      "BBH": 48.45,
+      "MATH": 54.61,
+      "GPQA": 14.99,
+      "MUSR": 12.59,
+      "MMLU_PRO": 42.75,
+      "Architecture": "Qwen2ForCausalLM",
+      "Parameters": "14.77B",
+      "Chat_Template": "Yes"
     },
     "hf_url": "https://huggingface.co/tanliboy/lambda-qwen2.5-14b-dpo-test",
     "known_config": null
-},
-{
+  },
+  {
     "rank": 7,
     "name": "sthenno/tempesthenno-nuslerp-001",
     "scores": {
-        "average": 42.59,
-        "IFEval": 79.26,
-        "BBH": 51.04,
-        "MATH": 47.58,
-        "GPQA": 16.44,
-        "MUSR": 13.88,
-        "MMLU_PRO": 47.30,
-        "Architecture": "Qwen2ForCausalLM",
-        "Parameters": "14.766B",
-        "Chat_Template": "Yes"
+      "average": 42.59,
+      "IFEval": 79.26,
+      "BBH": 51.04,
+      "MATH": 47.58,
+      "GPQA": 16.44,
+      "MUSR": 13.88,
+      "MMLU_PRO": 47.3,
+      "Architecture": "Qwen2ForCausalLM",
+      "Parameters": "14.766B",
+      "Chat_Template": "Yes"
     },
     "hf_url": "https://huggingface.co/sthenno/tempesthenno-nuslerp-001",
     "known_config": null
-},
-{
+  },
+  {
     "rank": 8,
     "name": "YOYO-AI/Qwen2.5-14B-1M-YOYO-V3",
     "scores": {
-        "average": 42.56,
-        "IFEval": 83.98,
-        "BBH": 49.47,
-        "MATH": 53.55,
-        "GPQA": 10.51,
-        "MUSR": 11.10,
-        "MMLU_PRO": 46.74,
-        "Architecture": "Qwen2ForCausalLM",
-        "Parameters": "14.766B",
-        "Chat_Template": "Yes"
+      "average": 42.56,
+      "IFEval": 83.98,
+      "BBH": 49.47,
+      "MATH": 53.55,
+      "GPQA": 10.51,
+      "MUSR": 11.1,
+      "MMLU_PRO": 46.74,
+      "Architecture": "Qwen2ForCausalLM",
+      "Parameters": "14.766B",
+      "Chat_Template": "Yes"
     },
     "hf_url": "https://huggingface.co/YOYO-AI/Qwen2.5-14B-1M-YOYO-V3",
     "known_config": null
-},
-{
+  },
+  {
     "rank": 9,
     "name": "Goekdeniz-Guelmez/Josiefied-Qwen2.5-14B-Instruct-abliterated-v4",
     "scores": {
-        "average": 42.55,
-        "IFEval": 82.92,
-        "BBH": 48.05,
-        "MATH": 54.23,
-        "GPQA": 12.30,
-        "MUSR": 13.15,
-        "MMLU_PRO": 44.65,
-        "Architecture": "Qwen2ForCausalLM",
-        "Parameters": "14.77B",
-        "Chat_Template": "Yes"
+      "average": 42.55,
+      "IFEval": 82.92,
+      "BBH": 48.05,
+      "MATH": 54.23,
+      "GPQA": 12.3,
+      "MUSR": 13.15,
+      "MMLU_PRO": 44.65,
+      "Architecture": "Qwen2ForCausalLM",
+      "Parameters": "14.77B",
+      "Chat_Template": "Yes"
     },
     "hf_url": "https://huggingface.co/Goekdeniz-Guelmez/Josiefied-Qwen2.5-14B-Instruct-abliterated-v4",
     "known_config": null
-},
-{
+  },
+  {
     "rank": 10,
     "name": "djuna/Q2.5-Veltha-14B",
     "scores": {
-        "average": 42.52,
-        "IFEval": 82.92,
-        "BBH": 49.75,
-        "MATH": 47.89,
-        "GPQA": 14.54,
-        "MUSR": 12.26,
-        "MMLU_PRO": 47.76,
-        "Architecture": "Qwen2ForCausalLM",
-        "Parameters": "14.766B",
-        "Chat_Template": "Yes"
+      "average": 42.52,
+      "IFEval": 82.92,
+      "BBH": 49.75,
+      "MATH": 47.89,
+      "GPQA": 14.54,
+      "MUSR": 12.26,
+      "MMLU_PRO": 47.76,
+      "Architecture": "Qwen2ForCausalLM",
+      "Parameters": "14.766B",
+      "Chat_Template": "Yes"
     },
     "hf_url": "https://huggingface.co/djuna/Q2.5-Veltha-14B",
     "known_config": null
-},
-{
+  },
+  {
     "rank": 11,
     "name": "arcee-ai/Virtuoso-Small-v2",
     "scores": {
-        "average": 42.48,
-        "IFEval": 82.73,
-        "BBH": 50.95,
-        "MATH": 46.60,
-        "GPQA": 13.76,
-        "MUSR": 14.28,
-        "MMLU_PRO": 46.53,
-        "Architecture": "Qwen2ForCausalLM",
-        "Parameters": "14.766B",
-        "Chat_Template": "Yes"
+      "average": 42.48,
+      "IFEval": 82.73,
+      "BBH": 50.95,
+      "MATH": 46.6,
+      "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": null
-},
-{
+  },
+  {
     "rank": 12,
     "name": "YOYO-AI/Qwen2.5-14B-YOYO-V4-p1",
     "scores": {
-        "average": 42.46,
-        "IFEval": 82.03,
-        "BBH": 50.25,
-        "MATH": 53.32,
-        "GPQA": 12.75,
-        "MUSR": 11.73,
-        "MMLU_PRO": 44.67,
-        "Architecture": "Qwen2ForCausalLM",
-        "Parameters": "14.766B",
-        "Chat_Template": "Yes"
+      "average": 42.46,
+      "IFEval": 82.03,
+      "BBH": 50.25,
+      "MATH": 53.32,
+      "GPQA": 12.75,
+      "MUSR": 11.73,
+      "MMLU_PRO": 44.67,
+      "Architecture": "Qwen2ForCausalLM",
+      "Parameters": "14.766B",
+      "Chat_Template": "Yes"
     },
     "hf_url": "https://huggingface.co/YOYO-AI/Qwen2.5-14B-YOYO-V4-p1",
     "known_config": null
-},
-{
+  },
+  {
     "rank": 13,
     "name": "jpacifico/Chocolatine-14B-Instruct-DPO-v1.3",
     "scores": {
-        "average": 42.42,
-        "IFEval": 70.40,
-        "BBH": 54.85,
-        "MATH": 56.19,
-        "GPQA": 12.19,
-        "MUSR": 12.29,
-        "MMLU_PRO": 48.60,
-        "Architecture": "Phi3ForCausalLM",
-        "Parameters": "14.66B",
-        "Chat_Template": "Yes"
+      "average": 42.42,
+      "IFEval": 70.4,
+      "BBH": 54.85,
+      "MATH": 56.19,
+      "GPQA": 12.19,
+      "MUSR": 12.29,
+      "MMLU_PRO": 48.6,
+      "Architecture": "Phi3ForCausalLM",
+      "Parameters": "14.66B",
+      "Chat_Template": "Yes"
     },
     "hf_url": "https://huggingface.co/jpacifico/Chocolatine-14B-Instruct-DPO-v1.3",
     "known_config": null
-},
-{
+  },
+  {
     "rank": 14,
     "name": "sthenno-com/miscii-14b-1028",
     "scores": {
-        "average": 42.38,
-        "IFEval": 82.37,
-        "BBH": 49.26,
-        "MATH": 50.30,
-        "GPQA": 14.21,
-        "MUSR": 12.00,
-        "MMLU_PRO": 46.14,
-        "Architecture": "Qwen2ForCausalLM",
-        "Parameters": "14.77B",
-        "Chat_Template": "Yes"
+      "average": 42.38,
+      "IFEval": 82.37,
+      "BBH": 49.26,
+      "MATH": 50.3,
+      "GPQA": 14.21,
+      "MUSR": 12,
+      "MMLU_PRO": 46.14,
+      "Architecture": "Qwen2ForCausalLM",
+      "Parameters": "14.77B",
+      "Chat_Template": "Yes"
     },
     "hf_url": "https://huggingface.co/sthenno-com/miscii-14b-1028",
     "known_config": null
-},
-{
+  },
+  {
     "rank": 15,
     "name": "sthenno-com/miscii-14b-1225",
     "scores": {
-        "average": 42.35,
-        "IFEval": 78.78,
-        "BBH": 50.91,
-        "MATH": 45.17,
-        "GPQA": 17.00,
-        "MUSR": 14.77,
-        "MMLU_PRO": 47.46,
-        "Architecture": "Qwen2ForCausalLM",
-        "Parameters": "14.766B",
-        "Chat_Template": "Yes"
+      "average": 42.35,
+      "IFEval": 78.78,
+      "BBH": 50.91,
+      "MATH": 45.17,
+      "GPQA": 17,
+      "MUSR": 14.77,
+      "MMLU_PRO": 47.46,
+      "Architecture": "Qwen2ForCausalLM",
+      "Parameters": "14.766B",
+      "Chat_Template": "Yes"
     },
     "hf_url": "https://huggingface.co/sthenno-com/miscii-14b-1225",
     "known_config": null
-},
-{
+  },
+  {
     "rank": 16,
     "name": "prithivMLmods/Sombrero-Opus-14B-Elite5",
     "scores": {
-        "average": 42.32,
-        "IFEval": 78.81,
-        "BBH": 50.17,
-        "MATH": 53.55,
-        "GPQA": 11.52,
-        "MUSR": 13.22,
-        "MMLU_PRO": 46.67,
-        "Architecture": "Qwen2ForCausalLM",
-        "Parameters": "14.766B",
-        "Chat_Template": "Yes"
+      "average": 42.32,
+      "IFEval": 78.81,
+      "BBH": 50.17,
+      "MATH": 53.55,
+      "GPQA": 11.52,
+      "MUSR": 13.22,
+      "MMLU_PRO": 46.67,
+      "Architecture": "Qwen2ForCausalLM",
+      "Parameters": "14.766B",
+      "Chat_Template": "Yes"
     },
     "hf_url": "https://huggingface.co/prithivMLmods/Sombrero-Opus-14B-Elite5",
     "known_config": null
-},
-{
+  },
+  {
     "rank": 17,
     "name": "Lunzima/NQLSG-Qwen2.5-14B-MegaFusion-v8",
     "scores": {
-        "average": 42.26,
-        "IFEval": 73.84,
-        "BBH": 49.31,
-        "MATH": 41.69,
-        "GPQA": 18.23,
-        "MUSR": 21.96,
-        "MMLU_PRO": 48.50,
-        "Architecture": "Qwen2ForCausalLM",
-        "Parameters": "14.766B",
-        "Chat_Template": "No"
+      "average": 42.26,
+      "IFEval": 73.84,
+      "BBH": 49.31,
+      "MATH": 41.69,
+      "GPQA": 18.23,
+      "MUSR": 21.96,
+      "MMLU_PRO": 48.5,
+      "Architecture": "Qwen2ForCausalLM",
+      "Parameters": "14.766B",
+      "Chat_Template": "No"
     },
     "hf_url": "https://huggingface.co/Lunzima/NQLSG-Qwen2.5-14B-MegaFusion-v8",
     "known_config": null
-},
-{
+  },
+  {
     "rank": 18,
     "name": "prithivMLmods/Equuleus-Opus-14B-Exp",
     "scores": {
-        "average": 42.20,
-        "IFEval": 70.01,
-        "BBH": 48.62,
-        "MATH": 45.85,
-        "GPQA": 18.23,
-        "MUSR": 21.90,
-        "MMLU_PRO": 48.60,
-        "Architecture": "Qwen2ForCausalLM",
-        "Parameters": "14.766B",
-        "Chat_Template": "No"
+      "average": 42.2,
+      "IFEval": 70.01,
+      "BBH": 48.62,
+      "MATH": 45.85,
+      "GPQA": 18.23,
+      "MUSR": 21.9,
+      "MMLU_PRO": 48.6,
+      "Architecture": "Qwen2ForCausalLM",
+      "Parameters": "14.766B",
+      "Chat_Template": "No"
     },
     "hf_url": "https://huggingface.co/prithivMLmods/Equuleus-Opus-14B-Exp",
     "known_config": null
-},
-{
+  },
+  {
     "rank": 19,
     "name": "rombodawg/Rombos-LLM-V2.6-Qwen-14b",
     "scores": {
-        "average": 42.20,
-        "IFEval": 84.32,
-        "BBH": 49.28,
-        "MATH": 52.11,
-        "GPQA": 11.19,
-        "MUSR": 12.29,
-        "MMLU_PRO": 44.01,
-        "Architecture": "Qwen2ForCausalLM",
-        "Parameters": "14.77B",
-        "Chat_Template": "Yes"
+      "average": 42.2,
+      "IFEval": 84.32,
+      "BBH": 49.28,
+      "MATH": 52.11,
+      "GPQA": 11.19,
+      "MUSR": 12.29,
+      "MMLU_PRO": 44.01,
+      "Architecture": "Qwen2ForCausalLM",
+      "Parameters": "14.77B",
+      "Chat_Template": "Yes"
     },
     "hf_url": "https://huggingface.co/rombodawg/Rombos-LLM-V2.6-Qwen-14b",
     "known_config": null
-},
-{
+  },
+  {
     "rank": 20,
     "name": "nbeerbower/EVA-abliterated-TIES-Qwen2.5-14B",
     "scores": {
-        "average": 42.16,
-        "IFEval": 78.36,
-        "BBH": 48.52,
-        "MATH": 50.45,
-        "GPQA": 13.98,
-        "MUSR": 14.88,
-        "MMLU_PRO": 46.79,
-        "Architecture": "Qwen2ForCausalLM",
-        "Parameters": "14.77B",
-        "Chat_Template": "Yes"
+      "average": 42.16,
+      "IFEval": 78.36,
+      "BBH": 48.52,
+      "MATH": 50.45,
+      "GPQA": 13.98,
+      "MUSR": 14.88,
+      "MMLU_PRO": 46.79,
+      "Architecture": "Qwen2ForCausalLM",
+      "Parameters": "14.77B",
+      "Chat_Template": "Yes"
     },
     "hf_url": "https://huggingface.co/nbeerbower/EVA-abliterated-TIES-Qwen2.5-14B",
     "known_config": null
-},
-{
+  },
+  {
     "rank": 21,
     "name": "sometimesanotion/LamarckInfusion-14B-v1",
     "scores": {
-        "average": 42.06,
-        "IFEval": 71.98,
-        "BBH": 50.35,
-        "MATH": 41.69,
-        "GPQA": 18.79,
-        "MUSR": 20.90,
-        "MMLU_PRO": 48.63,
-        "Architecture": "Qwen2ForCausalLM",
-        "Parameters": "14.766B",
-        "Chat_Template": "No"
+      "average": 42.06,
+      "IFEval": 71.98,
+      "BBH": 50.35,
+      "MATH": 41.69,
+      "GPQA": 18.79,
+      "MUSR": 20.9,
+      "MMLU_PRO": 48.63,
+      "Architecture": "Qwen2ForCausalLM",
+      "Parameters": "14.766B",
+      "Chat_Template": "No"
     },
     "hf_url": "https://huggingface.co/sometimesanotion/LamarckInfusion-14B-v1",
     "known_config": null
-},
-{
+  },
+  {
     "rank": 22,
     "name": "tensopolis/virtuoso-small-v2-tensopolis-v1",
     "scores": {
-        "average": 41.99,
-        "IFEval": 82.40,
-        "BBH": 50.53,
-        "MATH": 46.53,
-        "GPQA": 12.53,
-        "MUSR": 13.88,
-        "MMLU_PRO": 46.07,
-        "Architecture": "Qwen2ForCausalLM",
-        "Parameters": "14.766B",
-        "Chat_Template": "Yes"
+      "average": 41.99,
+      "IFEval": 82.4,
+      "BBH": 50.53,
+      "MATH": 46.53,
+      "GPQA": 12.53,
+      "MUSR": 13.88,
+      "MMLU_PRO": 46.07,
+      "Architecture": "Qwen2ForCausalLM",
+      "Parameters": "14.766B",
+      "Chat_Template": "Yes"
     },
     "hf_url": "https://huggingface.co/tensopolis/virtuoso-small-v2-tensopolis-v1",
     "known_config": null
-},
-{
+  },
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