Update app.py

app.py

@@ -319,520 +319,584 @@ def download_all_data():
 # --------------------------------------------------------------------
 # This is your larger dataset, rank = 44..105
 benchmark_data = [
-    {
-        "Model Rank": "1",
-        "Icon": "ð¤",
-        "Model Name": "wanlige/li-14b-v0.4",
-        "Average Score": "43.66 %",
-        "IFEval Score": "81.33 %",
-        "BBH Score": "50.38 %",
-        "MATH Score": "55.74 %",
-        "GPQA Score": "11.86 %",
-        "MUSR Score": "16.35 %",
-        "MMLU-PRO Score": "46.30 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "bfloat16",
-        "Model Parameters": "14.77B",
-        "Chat Template Use": "Yes"
-    },
-    {
-        "Model Rank": "2",
-        "Icon": "ð¤",
-        "Model Name": "suayptalha/Lamarckvergence-14B",
-        "Average Score": "43.32 %",
-        "IFEval Score": "76.56 %",
-        "BBH Score": "50.33 %",
-        "MATH Score": "54.00 %",
-        "GPQA Score": "15.10 %",
-        "MUSR Score": "16.34 %",
-        "MMLU-PRO Score": "47.59 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "bfloat16",
-        "Model Parameters": "14.766B",
-        "Chat Template Use": "Yes"
-    },
-    {
-        "Model Rank": "3",
-        "Icon": "ð¤",
-        "Model Name": "wanlige/li-14b-v0.4-slerp0.1",
-        "Average Score": "42.91 %",
-        "IFEval Score": "79.23 %",
-        "BBH Score": "50.88 %",
-        "MATH Score": "53.32 %",
-        "GPQA Score": "14.54 %",
-        "MUSR Score": "11.75 %",
-        "MMLU-PRO Score": "47.71 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "bfloat16",
-        "Model Parameters": "14.766B",
-        "Chat Template Use": "Yes"
-    },
-    {
-        "Model Rank": "4",
-        "Icon": "ð¬",
-        "Model Name": "sthenno-com/miscii-14b-0218",
-        "Average Score": "42.90 %",
-        "IFEval Score": "76.56 %",
-        "BBH Score": "50.64 %",
-        "MATH Score": "51.44 %",
-        "GPQA Score": "17.79 %",
-        "MUSR Score": "13.21 %",
-        "MMLU-PRO Score": "47.75 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "bfloat16",
-        "Model Parameters": "14.766B",
-        "Chat Template Use": "Yes"
-    },
-    {
-        "Model Rank": "5",
-        "Icon": "├░┬╢",
-        "Model Name": "sthenno/tempesthenno-ppo-ckpt40",
-        "Average Score": "42.74 %",
-        "IFEval Score": "79.23 %",
-        "BBH Score": "50.57 %",
-        "MATH Score": "47.36 %",
-        "GPQA Score": "17.00 %",
-        "MUSR Score": "14.56 %",
-        "MMLU-PRO Score": "47.69 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "bfloat16",
-        "Model Parameters": "14.766B",
-        "Chat Template Use": "Yes"
-    },
-    {
-        "Model Rank": "6",
-        "Icon": "ð¬",
-        "Model Name": "tanliboy/lambda-qwen2.5-14b-dpo-test",
-        "Average Score": "42.62 %",
-        "IFEval Score": "82.31 %",
-        "BBH Score": "48.45 %",
-        "MATH Score": "54.61 %",
-        "GPQA Score": "14.99 %",
-        "MUSR Score": "12.59 %",
-        "MMLU-PRO Score": "42.75 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "bfloat16",
-        "Model Parameters": "14.77B",
-        "Chat Template Use": "Yes"
-    },
-    {
-        "Model Rank": "7",
-        "Icon": "├░┬╢",
-        "Model Name": "sthenno/tempesthenno-nuslerp-001",
-        "Average Score": "42.59 %",
-        "IFEval Score": "79.26 %",
-        "BBH Score": "51.04 %",
-        "MATH Score": "47.58 %",
-        "GPQA Score": "16.44 %",
-        "MUSR Score": "13.88 %",
-        "MMLU-PRO Score": "47.30 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "bfloat16",
-        "Model Parameters": "14.766B",
-        "Chat Template Use": "Yes"
-    },
-    {
-        "Model Rank": "8",
-        "Icon": "ð¤",
-        "Model Name": "YOYO-AI/Qwen2.5-14B-1M-YOYO-V3",
-        "Average Score": "42.56 %",
-        "IFEval Score": "83.98 %",
-        "BBH Score": "49.47 %",
-        "MATH Score": "53.55 %",
-        "GPQA Score": "10.51 %",
-        "MUSR Score": "11.10 %",
-        "MMLU-PRO Score": "46.74 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "float16",
-        "Model Parameters": "14.766B",
-        "Chat Template Use": "Yes"
-    },
-    {
-        "Model Rank": "9",
-        "Icon": "├░┬╢",
-        "Model Name": "Goekdeniz-Guelmez/Josiefied-Qwen2.5-14B-Instruct-abliterated-v4",
-        "Average Score": "42.55 %",
-        "IFEval Score": "82.92 %",
-        "BBH Score": "48.05 %",
-        "MATH Score": "54.23 %",
-        "GPQA Score": "12.30 %",
-        "MUSR Score": "13.15 %",
-        "MMLU-PRO Score": "44.65 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "bfloat16",
-        "Model Parameters": "14.77B",
-        "Chat Template Use": "Yes"
-    },
-    {
-        "Model Rank": "10",
-        "Icon": "ð¤",
-        "Model Name": "djuna/Q2.5-Veltha-14B",
-        "Average Score": "42.52 %",
-        "IFEval Score": "82.92 %",
-        "BBH Score": "49.75 %",
-        "MATH Score": "47.89 %",
-        "GPQA Score": "14.54 %",
-        "MUSR Score": "12.26 %",
-        "MMLU-PRO Score": "47.76 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "bfloat16",
-        "Model Parameters": "14.766B",
-        "Chat Template Use": "Yes"
-    },
-    {
-        "Model Rank": "11",
-        "Icon": "├░┬╢",
-        "Model Name": "arcee-ai/Virtuoso-Small-v2",
-        "Average Score": "42.48 %",
-        "IFEval Score": "82.73 %",
-        "BBH Score": "50.95 %",
-        "MATH Score": "46.60 %",
-        "GPQA Score": "13.76 %",
-        "MUSR Score": "14.28 %",
-        "MMLU-PRO Score": "46.53 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "bfloat16",
-        "Model Parameters": "14.766B",
-        "Chat Template Use": "Yes"
-    },
-    {
-        "Model Rank": "12",
-        "Icon": "ð¤",
-        "Model Name": "YOYO-AI/Qwen2.5-14B-YOYO-V4-p1",
-        "Average Score": "42.46 %",
-        "IFEval Score": "82.03 %",
-        "BBH Score": "50.25 %",
-        "MATH Score": "53.32 %",
-        "GPQA Score": "12.75 %",
-        "MUSR Score": "11.73 %",
-        "MMLU-PRO Score": "44.67 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "float16",
-        "Model Parameters": "14.766B",
-        "Chat Template Use": "Yes"
-    },
-    {
-        "Model Rank": "13",
-        "Icon": "ð¬",
-        "Model Name": "jpacifico/Chocolatine-14B-Instruct-DPO-v1.3",
-        "Average Score": "42.42 %",
-        "IFEval Score": "70.40 %",
-        "BBH Score": "54.85 %",
-        "MATH Score": "56.19 %",
-        "GPQA Score": "12.19 %",
-        "MUSR Score": "12.29 %",
-        "MMLU-PRO Score": "48.60 %",
-        "Model Architecture": "Phi3ForCausalLM",
-        "Model Precision": "float16",
-        "Model Parameters": "14.66B",
-        "Chat Template Use": "Yes"
-    },
-    {
-        "Model Rank": "14",
-        "Icon": "ð¬",
-        "Model Name": "sthenno-com/miscii-14b-1028",
-        "Average Score": "42.38 %",
-        "IFEval Score": "82.37 %",
-        "BBH Score": "49.26 %",
-        "MATH Score": "50.30 %",
-        "GPQA Score": "14.21 %",
-        "MUSR Score": "12.00 %",
-        "MMLU-PRO Score": "46.14 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "bfloat16",
-        "Model Parameters": "14.77B",
-        "Chat Template Use": "Yes"
-    },
-    {
-        "Model Rank": "15",
-        "Icon": "ð¬",
-        "Model Name": "sthenno-com/miscii-14b-1225",
-        "Average Score": "42.35 %",
-        "IFEval Score": "78.78 %",
-        "BBH Score": "50.91 %",
-        "MATH Score": "45.17 %",
-        "GPQA Score": "17.00 %",
-        "MUSR Score": "14.77 %",
-        "MMLU-PRO Score": "47.46 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "bfloat16",
-        "Model Parameters": "14.766B",
-        "Chat Template Use": "Yes"
-    },
-    {
-        "Model Rank": "16",
-        "Icon": "├░┬╢",
-        "Model Name": "prithivMLmods/Sombrero-Opus-14B-Elite5",
-        "Average Score": "42.32 %",
-        "IFEval Score": "78.81 %",
-        "BBH Score": "50.17 %",
-        "MATH Score": "53.55 %",
-        "GPQA Score": "11.52 %",
-        "MUSR Score": "13.22 %",
-        "MMLU-PRO Score": "46.67 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "float16",
-        "Model Parameters": "14.766B",
-        "Chat Template Use": "Yes"
-    },
-    {
-        "Model Rank": "17",
-        "Icon": "ð¤",
-        "Model Name": "Lunzima/NQLSG-Qwen2.5-14B-MegaFusion-v8",
-        "Average Score": "42.26 %",
-        "IFEval Score": "73.84 %",
-        "BBH Score": "49.31 %",
-        "MATH Score": "41.69 %",
-        "GPQA Score": "18.23 %",
-        "MUSR Score": "21.96 %",
-        "MMLU-PRO Score": "48.50 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "bfloat16",
-        "Model Parameters": "14.766B",
-        "Chat Template Use": "No"
-    },
-    {
-        "Model Rank": "18",
-        "Icon": "├░┬╢",
-        "Model Name": "prithivMLmods/Equuleus-Opus-14B-Exp",
-        "Average Score": "42.20 %",
-        "IFEval Score": "70.01 %",
-        "BBH Score": "48.62 %",
-        "MATH Score": "45.85 %",
-        "GPQA Score": "18.23 %",
-        "MUSR Score": "21.90 %",
-        "MMLU-PRO Score": "48.60 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "bfloat16",
-        "Model Parameters": "14.766B",
-        "Chat Template Use": "No"
-    },
-    {
-        "Model Rank": "19",
-        "Icon": "├░┬╢",
-        "Model Name": "rombodawg/Rombos-LLM-V2.6-Qwen-14b",
-        "Average Score": "42.20 %",
-        "IFEval Score": "84.32 %",
-        "BBH Score": "49.28 %",
-        "MATH Score": "52.11 %",
-        "GPQA Score": "11.19 %",
-        "MUSR Score": "12.29 %",
-        "MMLU-PRO Score": "44.01 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "bfloat16",
-        "Model Parameters": "14.77B",
-        "Chat Template Use": "Yes"
-    },
-    {
-        "Model Rank": "20",
-        "Icon": "ð¤",
-        "Model Name": "nbeerbower/EVA-abliterated-TIES-Qwen2.5-14B",
-        "Average Score": "42.16 %",
-        "IFEval Score": "78.36 %",
-        "BBH Score": "48.52 %",
-        "MATH Score": "50.45 %",
-        "GPQA Score": "13.98 %",
-        "MUSR Score": "14.88 %",
-        "MMLU-PRO Score": "46.79 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "bfloat16",
-        "Model Parameters": "14.77B",
-        "Chat Template Use": "Yes"
-    },
-    {
-        "Model Rank": "21",
-        "Icon": "ð¤",
-        "Model Name": "sometimesanotion/LamarckInfusion-14B-v1",
-        "Average Score": "42.06 %",
-        "IFEval Score": "71.98 %",
-        "BBH Score": "50.35 %",
-        "MATH Score": "41.69 %",
-        "GPQA Score": "18.79 %",
-        "MUSR Score": "20.90 %",
-        "MMLU-PRO Score": "48.63 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "bfloat16",
-        "Model Parameters": "14.766B",
-        "Chat Template Use": "No"
-    },
-    {
-        "Model Rank": "22",
-        "Icon": "ð¤",
-        "Model Name": "tensopolis/virtuoso-small-v2-tensopolis-v1",
-        "Average Score": "41.99 %",
-        "IFEval Score": "82.40 %",
-        "BBH Score": "50.53 %",
-        "MATH Score": "46.53 %",
-        "GPQA Score": "12.53 %",
-        "MUSR Score": "13.88 %",
-        "MMLU-PRO Score": "46.07 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "bfloat16",
-        "Model Parameters": "14.766B",
-        "Chat Template Use": "Yes"
-    },
-    {
-        "Model Rank": "23",
-        "Icon": "ð¤",
-        "Model Name": "Quazim0t0/Fugazi14b",
-        "Average Score": "41.94 %",
-        "IFEval Score": "69.98 %",
-        "BBH Score": "56.09 %",
-        "MATH Score": "46.53 %",
-        "GPQA Score": "13.53 %",
-        "MUSR Score": "16.42 %",
-        "MMLU-PRO Score": "49.08 %",
-        "Model Architecture": "LlamaForCausalLM",
-        "Model Precision": "bfloat16",
-        "Model Parameters": "14.66B",
-        "Chat Template Use": "Yes"
-    },
-    {
-        "Model Rank": "24",
-        "Icon": "├░┬╢",
-        "Model Name": "1024m/QWEN-14B-B100",
-        "Average Score": "41.92 %",
-        "IFEval Score": "77.62 %",
-        "BBH Score": "49.78 %",
-        "MATH Score": "54.38 %",
-        "GPQA Score": "13.42 %",
-        "MUSR Score": "9.88 %",
-        "MMLU-PRO Score": "46.43 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "bfloat16",
-        "Model Parameters": "14.77B",
-        "Chat Template Use": "Yes"
-    },
-    {
-        "Model Rank": "25",
-        "Icon": "├░┬╢",
-        "Model Name": "Sakalti/Saka-14B",
-        "Average Score": "41.91 %",
-        "IFEval Score": "71.74 %",
-        "BBH Score": "49.72 %",
-        "MATH Score": "40.94 %",
-        "GPQA Score": "19.46 %",
-        "MUSR Score": "20.74 %",
-        "MMLU-PRO Score": "48.84 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "float16",
-        "Model Parameters": "14.766B",
-        "Chat Template Use": "No"
-    },
-    {
-        "Model Rank": "26",
-        "Icon": "├░┬╢",
-        "Model Name": "prithivMLmods/Sombrero-Opus-14B-Elite6",
-        "Average Score": "41.88 %",
-        "IFEval Score": "72.26 %",
-        "BBH Score": "49.60 %",
-        "MATH Score": "40.79 %",
-        "GPQA Score": "19.13 %",
-        "MUSR Score": "20.74 %",
-        "MMLU-PRO Score": "48.78 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "bfloat16",
-        "Model Parameters": "14.766B",
-        "Chat Template Use": "No"
-    },
-    {
-        "Model Rank": "27",
-        "Icon": "ð¤",
-        "Model Name": "YOYO-AI/Qwen2.5-14B-YOYO-latest-V2",
-        "Average Score": "41.85 %",
-        "IFEval Score": "77.71 %",
-        "BBH Score": "47.30 %",
-        "MATH Score": "51.59 %",
-        "GPQA Score": "13.87 %",
-        "MUSR Score": "13.68 %",
-        "MMLU-PRO Score": "46.93 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "float16",
-        "Model Parameters": "14.766B",
-        "Chat Template Use": "Yes"
-    },
-    {
-        "Model Rank": "28",
-        "Icon": "ð¬",
-        "Model Name": "Tsunami-th/Tsunami-1.0-14B-Instruct",
-        "Average Score": "41.84 %",
-        "IFEval Score": "78.29 %",
-        "BBH Score": "49.15 %",
-        "MATH Score": "45.85 %",
-        "GPQA Score": "14.21 %",
-        "MUSR Score": "16.34 %",
-        "MMLU-PRO Score": "47.21 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "bfloat16",
-        "Model Parameters": "14.77B",
-        "Chat Template Use": "Yes"
-    },
-    {
-        "Model Rank": "29",
-        "Icon": "├░┬╢",
-        "Model Name": "sthenno/tempesthenno-kto-0205-ckpt80",
-        "Average Score": "41.79 %",
-        "IFEval Score": "80.54 %",
-        "BBH Score": "50.64 %",
-        "MATH Score": "45.92 %",
-        "GPQA Score": "13.09 %",
-        "MUSR Score": "12.93 %",
-        "MMLU-PRO Score": "47.62 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "bfloat16",
-        "Model Parameters": "14.766B",
-        "Chat Template Use": "No"
-    },
-    {
-        "Model Rank": "30",
-        "Icon": "ð¤",
-        "Model Name": "sometimesanotion/Lamarck-14B-v0.7-rc4",
-        "Average Score": "41.79 %",
-        "IFEval Score": "72.11 %",
-        "BBH Score": "49.85 %",
-        "MATH Score": "40.26 %",
-        "GPQA Score": "18.57 %",
-        "MUSR Score": "21.07 %",
-        "MMLU-PRO Score": "48.89 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "bfloat16",
-        "Model Parameters": "14.766B",
-        "Chat Template Use": "No"
-    },
-    {
-        "Model Rank": "31",
-        "Icon": "├░┬╢",
-        "Model Name": "prithivMLmods/Porpoise-Opus-14B-Exp",
-        "Average Score": "41.77 %",
-        "IFEval Score": "70.98 %",
-        "BBH Score": "49.95 %",
-        "MATH Score": "40.41 %",
-        "GPQA Score": "19.13 %",
-        "MUSR Score": "21.30 %",
-        "MMLU-PRO Score": "48.85 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "bfloat16",
-        "Model Parameters": "14.766B",
-        "Chat Template Use": "No"
-    },
-    {
-        "Model Rank": "32",
-        "Icon": "ð¤",
-        "Model Name": "CombinHorizon/Josiefied-abliteratedV4-Qwen2.5-14B-Inst-BaseMerge-TIES",
-        "Average Score": "41.77 %",
-        "IFEval Score": "82.40 %",
-        "BBH Score": "48.20 %",
-        "MATH Score": "53.17 %",
-        "GPQA Score": "9.96 %",
-        "MUSR Score": "12.65 %",
-        "MMLU-PRO Score": "44.21 %",
-        "Model Architecture": "Qwen2ForCausalLM",
-        "Model Precision": "bfloat16",
-        "Model Parameters": "14.77B",
-        "Chat Template Use": "Yes"
-    },
-    {
-        "rank": 1,
+{
+    "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"
+    },
+    "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"
+    },
+    "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"
+    },
+    "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,
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+    "known_config": null
+},
+{
+    "rank": 32,
+    "name": "CombinHorizon/Josiefied-abliteratedV4-Qwen2.5-14B-Inst-BaseMerge-TIES",
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+        "Chat_Template": "Yes"
+    },
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+    "known_config": null
+},
+    {
+        "rank": 33,
         "name": "suayptalha/Lamarckvergence-14B",
         "scores": {
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@@ -847,10 +911,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/suayptalha/Lamarckvergence-14B",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 2,
+        "rank": 34,
         "name": "sthenno/tempesthenno-ppo-ckpt40",
         "scores": {
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@@ -865,10 +929,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/sthenno/tempesthenno-ppo-ckpt40",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 3,
+        "rank": 35,
         "name": "tanliboy/lambda-qwen2.5-14b-dpo-test",
         "scores": {
             "average": 42.62,
@@ -883,10 +947,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/tanliboy/lambda-qwen2.5-14b-dpo-test",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 4,
+        "rank": 36,
         "name": "sthenno/tempesthenno-nuslerp-001",
         "scores": {
             "average": 42.59,
@@ -901,10 +965,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/sthenno/tempesthenno-nuslerp-001",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 5,
+        "rank": 37,
         "name": "Goekdeniz-Guelmez/Josiefied-Qwen2.5-14B-Instruct-abliterated-v4",
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@@ -919,10 +983,10 @@ benchmark_data = [
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         },
         "hf_url": "https://huggingface.co/Goekdeniz-Guelmez/Josiefied-Qwen2.5-14B-Instruct-abliterated-v4",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 6,
+        "rank": 38,
         "name": "djuna/Q2.5-Veltha-14B",
         "scores": {
             "average": 42.52,
@@ -937,10 +1001,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/djuna/Q2.5-Veltha-14B",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 7,
+        "rank": 39,
         "name": "arcee-ai/Virtuoso-Small-v2",
         "scores": {
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@@ -955,10 +1019,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/arcee-ai/Virtuoso-Small-v2",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 8,
+        "rank": 40,
         "name": "jpacifico/Chocolatine-14B-Instruct-DPO-v1.3",
         "scores": {
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@@ -973,10 +1037,10 @@ benchmark_data = [
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         },
         "hf_url": "https://huggingface.co/jpacifico/Chocolatine-14B-Instruct-DPO-v1.3",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 9,
+        "rank": 41,
         "name": "sthenno-com/miscii-14b-1028",
         "scores": {
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@@ -991,10 +1055,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/sthenno-com/miscii-14b-1028",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 10,
+        "rank": 42,
         "name": "sthenno-com/miscii-14b-1225",
         "scores": {
             "average": 42.35,
@@ -1009,10 +1073,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/sthenno-com/miscii-14b-1225",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 11,
+        "rank": 43,
         "name": "tensopolis/virtuoso-small-v2-tensopolis-v1",
         "scores": {
             "average": 42.34,
@@ -1027,10 +1091,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/tensopolis/virtuoso-small-v2-tensopolis-v1",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 12,
+        "rank": 44,
         "name": "rombodawg/Rombos-LLM-V2.6-Qwen-14b",
         "scores": {
             "average": 42.2,
@@ -1045,10 +1109,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/rombodawg/Rombos-LLM-V2.6-Qwen-14b",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 13,
+        "rank": 45,
         "name": "1024m/QWEN-14B-B100",
         "scores": {
             "average": 41.92,
@@ -1063,10 +1127,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/1024m/QWEN-14B-B100",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 14,
+        "rank": 46,
         "name": "Sakalti/Saka-14B",
         "scores": {
             "average": 41.91,
@@ -1081,10 +1145,10 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/Sakalti/Saka-14B",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 15,
+        "rank": 47,
         "name": "Tsunami-th/Tsunami-1.0-14B-Instruct",
         "scores": {
             "average": 41.84,
@@ -1099,10 +1163,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Tsunami-th/Tsunami-1.0-14B-Instruct",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 16,
+        "rank": 48,
         "name": "sthenno/tempesthenno-kto-0205-ckpt80",
         "scores": {
             "average": 41.79,
@@ -1117,10 +1181,10 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/sthenno/tempesthenno-kto-0205-ckpt80",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 17,
+        "rank": 49,
         "name": "sometimesanotion/Lamarck-14B-v0.7-rc4",
         "scores": {
             "average": 41.79,
@@ -1135,10 +1199,10 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/sometimesanotion/Lamarck-14B-v0.7-rc4",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 18,
+        "rank": 50,
         "name": "CombinHorizon/Josiefied-abliteratedV4-Qwen2.5-14B-Inst-BaseMerge-TIES",
         "scores": {
             "average": 41.77,
@@ -1153,10 +1217,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/CombinHorizon/Josiefied-abliteratedV4-Qwen2.5-14B-Inst-BaseMerge-TIES",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 19,
+        "rank": 51,
         "name": "suayptalha/Luminis-phi-4",
         "scores": {
             "average": 41.76,
@@ -1171,10 +1235,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/suayptalha/Luminis-phi-4",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 20,
+        "rank": 52,
         "name": "huihui-ai/Qwen2.5-14B-Instruct-abliterated-v2",
         "scores": {
             "average": 41.75,
@@ -1189,10 +1253,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/huihui-ai/Qwen2.5-14B-Instruct-abliterated-v2",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 21,
+        "rank": 53,
         "name": "djuna/Q2.5-Veltha-14B-0.5",
         "scores": {
             "average": 41.61,
@@ -1207,10 +1271,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/djuna/Q2.5-Veltha-14B-0.5",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 23,
+        "rank": 54,
         "name": "Qwen/Qwen2.5-14B-Instruct-1M",
         "scores": {
             "average": 41.56,
@@ -1225,10 +1289,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Qwen/Qwen2.5-14B-Instruct-1M",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 22,
+        "rank": 55,
         "name": "notbdq/Qwen2.5-14B-Instruct-1M-GRPO-Reasoning",
         "scores": {
             "average": 41.56,
@@ -1243,10 +1307,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/notbdq/Qwen2.5-14B-Instruct-1M-GRPO-Reasoning",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 24,
+        "rank": 56,
         "name": "sometimesanotion/Qwenvergence-14B-v11",
         "scores": {
             "average": 41.52,
@@ -1261,10 +1325,10 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/sometimesanotion/Qwenvergence-14B-v11",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 25,
+        "rank": 57,
         "name": "sometimesanotion/Qwenvergence-14B-v10",
         "scores": {
             "average": 41.48,
@@ -1279,10 +1343,10 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/sometimesanotion/Qwenvergence-14B-v10",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 26,
+        "rank": 58,
         "name": "CombinHorizon/huihui-ai-abliteratedV2-Qwen2.5-14B-Inst-BaseMerge-TIES",
         "scores": {
             "average": 41.47,
@@ -1297,10 +1361,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/CombinHorizon/huihui-ai-abliteratedV2-Qwen2.5-14B-Inst-BaseMerge-TIES",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 27,
+        "rank": 59,
         "name": "RDson/WomboCombo-R1-Coder-14B-Preview",
         "scores": {
             "average": 41.46,
@@ -1315,10 +1379,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/RDson/WomboCombo-R1-Coder-14B-Preview",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 28,
+        "rank": 60,
         "name": "jpacifico/Chocolatine-2-14B-Instruct-v2.0b3",
         "scores": {
             "average": 41.43,
@@ -1333,10 +1397,10 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/jpacifico/Chocolatine-2-14B-Instruct-v2.0b3",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 29,
+        "rank": 61,
         "name": "Quazim0t0/Nova-14b-sce",
         "scores": {
             "average": 41.41,
@@ -1351,10 +1415,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Quazim0t0/Nova-14b-sce",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 30,
+        "rank": 62,
         "name": "v000000/Qwen2.5-14B-Gutenberg-Instruct-Slerpeno",
         "scores": {
             "average": 41.36,
@@ -1369,10 +1433,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/v000000/Qwen2.5-14B-Gutenberg-Instruct-Slerpeno",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 31,
+        "rank": 63,
         "name": "Quazim0t0/NovaScotia-14b-stock",
         "scores": {
             "average": 41.35,
@@ -1387,10 +1451,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Quazim0t0/NovaScotia-14b-stock",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 32,
+        "rank": 64,
         "name": "Quazim0t0/ODB-14b-sce",
         "scores": {
             "average": 41.34,
@@ -1405,10 +1469,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Quazim0t0/ODB-14b-sce",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 54,
+        "rank": 65,
         "name": "LightningRodLabs/Flashlight-v1.1",
         "scores": {
             "average": 40.99,
@@ -1423,10 +1487,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/LightningRodLabs/Flashlight-v1.1",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 55,
+        "rank": 66,
         "name": "Quazim0t0/Mithril-14B-sce",
         "scores": {
             "average": 40.98,
@@ -1441,10 +1505,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Quazim0t0/Mithril-14B-sce",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 56,
+        "rank": 67,
         "name": "Sakalti/ultiima-14B-v0.2",
         "scores": {
             "average": 40.96,
@@ -1459,10 +1523,10 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/Sakalti/ultiima-14B-v0.2",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 57,
+        "rank": 68,
         "name": "bunnycore/Phi-4-ReasoningRP",
         "scores": {
             "average": 40.95,
@@ -1477,10 +1541,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/bunnycore/Phi-4-ReasoningRP",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 58,
+        "rank": 69,
         "name": "dwikitheduck/gen-inst-1",
         "scores": {
             "average": 40.88,
@@ -1495,10 +1559,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/dwikitheduck/gen-inst-1",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 59,
+        "rank": 70,
         "name": "v000000/Qwen2.5-14B-Gutenberg-1e-Delta",
         "scores": {
             "average": 40.88,
@@ -1513,7 +1577,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/v000000/Qwen2.5-14B-Gutenberg-1e-Delta",
-        "known_config": None
+        "known_config": null
     },
     {
         "rank": 60,
@@ -1531,10 +1595,10 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/hotmailuser/QwenSlerp2-14B",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 61,
+        "rank": 71,
         "name": "Quazim0t0/Loke-14B-sce",
         "scores": {
             "average": 40.86,
@@ -1549,10 +1613,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Quazim0t0/Loke-14B-sce",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 62,
+        "rank": 72,
         "name": "Quazim0t0/mosaic-14b-sce",
         "scores": {
             "average": 40.83,
@@ -1567,10 +1631,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Quazim0t0/mosaic-14b-sce",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 63,
+        "rank": 73,
         "name": "bunnycore/Phi-4-Model-Stock",
         "scores": {
             "average": 40.79,
@@ -1585,10 +1649,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/bunnycore/Phi-4-Model-Stock",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 64,
+        "rank": 74,
         "name": "unsloth/phi-4",
         "scores": {
             "average": 40.73,
@@ -1603,10 +1667,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/unsloth/phi-4",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 65,
+        "rank": 75,
         "name": "pankajmathur/orca_mini_phi-4",
         "scores": {
             "average": 40.68,
@@ -1621,10 +1685,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/pankajmathur/orca_mini_phi-4",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 66,
+        "rank": 76,
         "name": "pankajmathur/orca_mini_v9_2_14B",
         "scores": {
             "average": 40.68,
@@ -1639,10 +1703,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/pankajmathur/orca_mini_v9_2_14B",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 67,
+        "rank": 77,
         "name": "sometimesanotion/Lamarck-14B-v0.6-model_stock",
         "scores": {
             "average": 40.68,
@@ -1657,10 +1721,10 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/sometimesanotion/Lamarck-14B-v0.6-model_stock",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 68,
+        "rank": 78,
         "name": "sometimesanotion/Qwenvergence-14B-v0.6-004-model_stock",
         "scores": {
             "average": 40.6,
@@ -1675,10 +1739,10 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/sometimesanotion/Qwenvergence-14B-v0.6-004-model_stock",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 69,
+        "rank": 79,
         "name": "Quazim0t0/Oasis-14B-ties",
         "scores": {
             "average": 40.59,
@@ -1693,10 +1757,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Quazim0t0/Oasis-14B-ties",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 70,
+        "rank": 80,
         "name": "LightningRodLabs/Flashlight-v1.0",
         "scores": {
             "average": 40.57,
@@ -1711,10 +1775,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/LightningRodLabs/Flashlight-v1.0",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 71,
+        "rank": 81,
         "name": "arcee-ai/Virtuoso-Small",
         "scores": {
             "average": 40.54,
@@ -1729,10 +1793,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/arcee-ai/Virtuoso-Small",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 72,
+        "rank": 82,
         "name": "Quazim0t0/GuiltySpark-14B-ties",
         "scores": {
             "average": 40.52,
@@ -1747,10 +1811,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Quazim0t0/GuiltySpark-14B-ties",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 73,
+        "rank": 83,
         "name": "ozone-ai/0x-lite",
         "scores": {
             "average": 40.48,
@@ -1765,10 +1829,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/ozone-ai/0x-lite",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 74,
+        "rank": 84,
         "name": "Quazim0t0/Casa-14b-sce",
         "scores": {
             "average": 40.41,
@@ -1783,10 +1847,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Quazim0t0/Casa-14b-sce",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 75,
+        "rank": 85,
         "name": "Sakalti/ultiima-14B-v0.3",
         "scores": {
             "average": 40.38,
@@ -1801,10 +1865,10 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/Sakalti/ultiima-14B-v0.3",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 76,
+        "rank": 86,
         "name": "ehristoforu/fp4-14b-v1-fix",
         "scores": {
             "average": 40.37,
@@ -1819,10 +1883,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/ehristoforu/fp4-14b-v1-fix",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 77,
+        "rank": 87,
         "name": "FINGU-AI/Chocolatine-Fusion-14B",
         "scores": {
             "average": 40.36,
@@ -1837,10 +1901,10 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/FINGU-AI/Chocolatine-Fusion-14B",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 78,
+        "rank": 88,
         "name": "hotmailuser/QwenSlerp-14B",
         "scores": {
             "average": 40.35,
@@ -1855,10 +1919,10 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/hotmailuser/QwenSlerp-14B",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 79,
+        "rank": 89,
         "name": "Triangle104/Robo-Gutenberg_V1.0",
         "scores": {
             "average": 40.35,
@@ -1873,10 +1937,10 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/Triangle104/Robo-Gutenberg_V1.0",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 80,
+        "rank": 90,
         "name": "Quazim0t0/Adamant-14B-sce",
         "scores": {
             "average": 40.32,
@@ -1891,10 +1955,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Quazim0t0/Adamant-14B-sce",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 81,
+        "rank": 91,
         "name": "Quazim0t0/Phi4Basis-14B-sce",
         "scores": {
             "average": 40.31,
@@ -1909,10 +1973,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Quazim0t0/Phi4Basis-14B-sce",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 82,
+        "rank": 92,
         "name": "Quazim0t0/bloom-14b-stock",
         "scores": {
             "average": 40.29,
@@ -1927,10 +1991,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Quazim0t0/bloom-14b-stock",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 83,
+        "rank": 93,
         "name": "sometimesanotion/Qwen2.5-14B-Vimarckoso-v3-Prose01",
         "scores": {
             "average": 40.28,
@@ -1945,10 +2009,10 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/sometimesanotion/Qwen2.5-14B-Vimarckoso-v3-Prose01",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 84,
+        "rank": 94,
         "name": "Quazim0t0/Halo-14B-sce",
         "scores": {
             "average": 40.26,
@@ -1963,10 +2027,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Quazim0t0/Halo-14B-sce",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 85,
+        "rank": 95,
         "name": "prithivMLmods/Calcium-Opus-14B-Elite2",
         "scores": {
             "average": 40.25,
@@ -1981,10 +2045,10 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/prithivMLmods/Calcium-Opus-14B-Elite2",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 86,
+        "rank": 96,
         "name": "SicariusSicariiStuff/Impish_QWEN_14B-1M",
         "scores": {
             "average": 40.24,
@@ -1999,10 +2063,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/SicariusSicariiStuff/Impish_QWEN_14B-1M",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 87,
+        "rank": 97,
         "name": "bunnycore/Phi-4-Stock-Ex",
         "scores": {
             "average": 40.22,
@@ -2017,10 +2081,10 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/bunnycore/Phi-4-Stock-Ex",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 88,
+        "rank": 98,
         "name": "sometimesanotion/Qwenvergence-14B-qv256",
         "scores": {
             "average": 40.12,
@@ -2035,10 +2099,10 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/sometimesanotion/Qwenvergence-14B-qv256",
-        "known_config": None
+        "known_config": null
     },
     {
-        "rank": 89,
+        "rank": 99,
         "name": "tensopolis/virtuoso-small-tensopolis-v2",
         "scores": {
             "average": 40.11,
@@ -2053,12 +2117,13 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/tensopolis/virtuoso-small-tensopolis-v2",
-        "known_config": None
+        "known_config": null
     }
 ]
 
 
 
+
 def snippet_scrape_model_page(url):
     """
     Equivalent scraping function for the larger dataset