Update app.py

app.py

@@ -334,7 +334,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/suayptalha/Lamarckvergence-14B",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 2,
@@ -352,7 +352,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/sthenno/tempesthenno-ppo-ckpt40",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 3,
@@ -370,7 +370,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/tanliboy/lambda-qwen2.5-14b-dpo-test",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 4,
@@ -388,7 +388,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/sthenno/tempesthenno-nuslerp-001",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 5,
@@ -406,7 +406,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Goekdeniz-Guelmez/Josiefied-Qwen2.5-14B-Instruct-abliterated-v4",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 6,
@@ -424,7 +424,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/djuna/Q2.5-Veltha-14B",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 7,
@@ -442,7 +442,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/arcee-ai/Virtuoso-Small-v2",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 8,
@@ -460,7 +460,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/jpacifico/Chocolatine-14B-Instruct-DPO-v1.3",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 9,
@@ -478,7 +478,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/sthenno-com/miscii-14b-1028",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 10,
@@ -496,7 +496,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/sthenno-com/miscii-14b-1225",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 11,
@@ -514,7 +514,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/tensopolis/virtuoso-small-v2-tensopolis-v1",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 12,
@@ -532,7 +532,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/rombodawg/Rombos-LLM-V2.6-Qwen-14b",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 13,
@@ -550,7 +550,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/1024m/QWEN-14B-B100",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 14,
@@ -568,7 +568,7 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/Sakalti/Saka-14B",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 15,
@@ -586,7 +586,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Tsunami-th/Tsunami-1.0-14B-Instruct",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 16,
@@ -604,7 +604,7 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/sthenno/tempesthenno-kto-0205-ckpt80",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 17,
@@ -622,7 +622,7 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/sometimesanotion/Lamarck-14B-v0.7-rc4",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 18,
@@ -640,7 +640,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/CombinHorizon/Josiefied-abliteratedV4-Qwen2.5-14B-Inst-BaseMerge-TIES",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 19,
@@ -658,7 +658,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/suayptalha/Luminis-phi-4",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 20,
@@ -676,7 +676,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/huihui-ai/Qwen2.5-14B-Instruct-abliterated-v2",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 21,
@@ -694,7 +694,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/djuna/Q2.5-Veltha-14B-0.5",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 23,
@@ -712,7 +712,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Qwen/Qwen2.5-14B-Instruct-1M",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 22,
@@ -730,7 +730,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/notbdq/Qwen2.5-14B-Instruct-1M-GRPO-Reasoning",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 24,
@@ -748,7 +748,7 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/sometimesanotion/Qwenvergence-14B-v11",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 25,
@@ -766,7 +766,7 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/sometimesanotion/Qwenvergence-14B-v10",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 26,
@@ -784,7 +784,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/CombinHorizon/huihui-ai-abliteratedV2-Qwen2.5-14B-Inst-BaseMerge-TIES",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 27,
@@ -802,7 +802,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/RDson/WomboCombo-R1-Coder-14B-Preview",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 28,
@@ -820,7 +820,7 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/jpacifico/Chocolatine-2-14B-Instruct-v2.0b3",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 29,
@@ -838,7 +838,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Quazim0t0/Nova-14b-sce",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 30,
@@ -856,7 +856,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/v000000/Qwen2.5-14B-Gutenberg-Instruct-Slerpeno",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 31,
@@ -874,7 +874,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Quazim0t0/NovaScotia-14b-stock",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 32,
@@ -892,7 +892,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Quazim0t0/ODB-14b-sce",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 54,
@@ -910,7 +910,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/LightningRodLabs/Flashlight-v1.1",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 55,
@@ -928,7 +928,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Quazim0t0/Mithril-14B-sce",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 56,
@@ -946,7 +946,7 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/Sakalti/ultiima-14B-v0.2",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 57,
@@ -964,7 +964,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/bunnycore/Phi-4-ReasoningRP",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 58,
@@ -982,7 +982,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/dwikitheduck/gen-inst-1",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 59,
@@ -1000,7 +1000,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/v000000/Qwen2.5-14B-Gutenberg-1e-Delta",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 60,
@@ -1018,7 +1018,7 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/hotmailuser/QwenSlerp2-14B",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 61,
@@ -1036,7 +1036,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Quazim0t0/Loke-14B-sce",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 62,
@@ -1054,7 +1054,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Quazim0t0/mosaic-14b-sce",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 63,
@@ -1072,7 +1072,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/bunnycore/Phi-4-Model-Stock",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 64,
@@ -1090,7 +1090,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/unsloth/phi-4",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 65,
@@ -1108,7 +1108,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/pankajmathur/orca_mini_phi-4",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 66,
@@ -1126,7 +1126,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/pankajmathur/orca_mini_v9_2_14B",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 67,
@@ -1144,7 +1144,7 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/sometimesanotion/Lamarck-14B-v0.6-model_stock",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 68,
@@ -1162,7 +1162,7 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/sometimesanotion/Qwenvergence-14B-v0.6-004-model_stock",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 69,
@@ -1180,7 +1180,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Quazim0t0/Oasis-14B-ties",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 70,
@@ -1198,7 +1198,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/LightningRodLabs/Flashlight-v1.0",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 71,
@@ -1216,7 +1216,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/arcee-ai/Virtuoso-Small",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 72,
@@ -1234,7 +1234,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Quazim0t0/GuiltySpark-14B-ties",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 73,
@@ -1252,7 +1252,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/ozone-ai/0x-lite",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 74,
@@ -1270,7 +1270,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Quazim0t0/Casa-14b-sce",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 75,
@@ -1288,7 +1288,7 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/Sakalti/ultiima-14B-v0.3",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 76,
@@ -1306,7 +1306,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/ehristoforu/fp4-14b-v1-fix",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 77,
@@ -1324,7 +1324,7 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/FINGU-AI/Chocolatine-Fusion-14B",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 78,
@@ -1342,7 +1342,7 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/hotmailuser/QwenSlerp-14B",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 79,
@@ -1360,7 +1360,7 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/Triangle104/Robo-Gutenberg_V1.0",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 80,
@@ -1378,7 +1378,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Quazim0t0/Adamant-14B-sce",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 81,
@@ -1396,7 +1396,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Quazim0t0/Phi4Basis-14B-sce",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 82,
@@ -1414,7 +1414,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Quazim0t0/bloom-14b-stock",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 83,
@@ -1432,7 +1432,7 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/sometimesanotion/Qwen2.5-14B-Vimarckoso-v3-Prose01",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 84,
@@ -1450,7 +1450,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/Quazim0t0/Halo-14B-sce",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 85,
@@ -1468,7 +1468,7 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/prithivMLmods/Calcium-Opus-14B-Elite2",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 86,
@@ -1486,7 +1486,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/SicariusSicariiStuff/Impish_QWEN_14B-1M",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 87,
@@ -1504,7 +1504,7 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/bunnycore/Phi-4-Stock-Ex",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 88,
@@ -1522,7 +1522,7 @@ benchmark_data = [
             "Chat_Template": "No"
         },
         "hf_url": "https://huggingface.co/sometimesanotion/Qwenvergence-14B-qv256",
-        "known_config": null
+        "known_config": None
     },
     {
         "rank": 89,
@@ -1540,11 +1540,12 @@ benchmark_data = [
             "Chat_Template": "Yes"
         },
         "hf_url": "https://huggingface.co/tensopolis/virtuoso-small-tensopolis-v2",
-        "known_config": null
+        "known_config": None
     }
 ]
 
 
+
 def snippet_scrape_model_page(url):
     """
     Equivalent scraping function for the larger dataset