Upload 2 files

app.py

@@ -511,6 +511,9 @@ columnDefs = [
     create_numeric_column("16k 🪡", width=100, filterParams={
         "defaultOption": "greaterThanOrEqual"
     }),
+    create_numeric_column("32k 🪡", width=100, filterParams={
+        "defaultOption": "greaterThanOrEqual"
+    }),
 # Misc Columns
     {
         "field": "Size",
@@ -658,17 +661,20 @@ app.layout = html.Div([
     html.Div([
         html.H3("Info", style={'fontSize': '22px', 'marginBottom': '0px'}),
         
-        html.P([html.Strong(""), "This latest reiteration of the leaderboard has finally made it to Hugging Face with extended functionality based on the UGI leaderboard, enjoy!"], 
+        html.P([html.Strong("Version 4.1:"), " Thanks to some generously provided compute by an anonymous source, this latest version now includes 32k context scoring data, (not included in the overall score), and adds a number of larger models into the mix!"], 
+        style={'marginTop': '7px', 'marginBottom': '4px'}),
+        
+        html.P([html.Strong("Info:"), "This latest reiteration of the leaderboard has finally made it to Hugging Face with extended functionality based on the UGI leaderboard, enjoy!"], 
             style={'marginTop': '7px', 'marginBottom': '4px'}),
         
-        html.P([html.Strong("Score:"), " Primarily based on the scoring in the multi-needle test at 8k / 16k context, weighted towards 16k."], 
+        html.P([html.Strong("Score:"), " Primarily based on the scoring in the multi-needle test at 8k / 16k context, weighted towards 16k. The 32k scoring is not included."], 
             style={'marginTop': '7px', 'marginBottom': '4px'}),
 
         html.P([html.Strong("Behavior:"), " Qualitative assessment of the model's behavior during the evaluation. User discretion is advised, as it only has a minor impact on the final score."], style={'marginTop': '7px', 'marginBottom': '4px'}),
         
         html.P([html.Strong("Difficulty:"), " The current difficulty is only set at a medium level. (Silver Tier 1)"], style={'marginTop': '7px', 'marginBottom': '4px'}),
         
-        html.P([html.Strong("Version:"), " 4.0"], style={'marginTop': '7px', 'marginBottom': '4px'}),
+        html.P([html.Strong("Version:"), " 4.1"], style={'marginTop': '7px', 'marginBottom': '4px'}),
         
         html.Br(),
         

fmnb-leaderboard-data.csv

@@ -1,34 +1,37 @@
-author/model_name,Score,Behavior,8k 🪡,16k 🪡,Size,New,Base,Model Link,Settings
-TheDrummer/Cydonia-24B-v4.1,93,10,94,93,24B,,FALSE,https://huggingface.co/TheDrummer/Cydonia-24B-v4.1,
-mistralai/Mistral-Small-3.2-24B-Instruct-2506,88,10,92,86,24B,,TRUE,https://huggingface.co/mistralai/Mistral-Small-3.2-24B-Instruct-2506,
-ConicCat/Mistral-Small-3.2-AntiRep-24B,87,10,94,83,24B,,FALSE,https://huggingface.co/ConicCat/Mistral-Small-3.2-AntiRep-24B,
-TheDrummer/Cydonia-R1-24B-v4,84,10,85,83,24B,,FALSE,https://huggingface.co/TheDrummer/Cydonia-R1-24B-v4,
-TheDrummer/Cydonia-24B-v4,78,10,86,74,24B,,FALSE,https://huggingface.co/TheDrummer/Cydonia-24B-v4,
-zerofata/MS3.2-PaintedFantasy-v2-24B,78,10,89,72,24B,,FALSE,https://huggingface.co/zerofata/MS3.2-PaintedFantasy-v2-24B,
-kyx0r/Neona-12B,75,9,92,70,12B,,FALSE,https://huggingface.co/kyx0r/Neona-12B,1
-DreadPoor/Irix-12B-Model_Stock,73,8,91,70,12B,,FALSE,https://huggingface.co/DreadPoor/Irix-12B-Model_Stock,1
-Nitral-AI/CaptainErisNebula-12B-AE-v1,71,9,92,64,12B,,FALSE,https://huggingface.co/Nitral-AI/CaptainErisNebula-12B-AE-v1,1
-Doctor-Shotgun/MS3.2-24B-Magnum-Diamond,68,9,69,71,24B,,FALSE,https://huggingface.co/Doctor-Shotgun/MS3.2-24B-Magnum-Diamond,
-Entropicengine/Pinecone-Rune-12b,68,9,87,61,12B,,FALSE,https://huggingface.co/Entropicengine/Pinecone-Rune-12b,1 & 2
-DreadPoor/Ward-12B-Model_Stock,67,9,86,61,12B,,FALSE,https://huggingface.co/DreadPoor/Ward-12B-Model_Stock,1
-yamatazen/LorablatedStock-12B,67,9,88,60,12B,,FALSE,https://huggingface.co/yamatazen/LorablatedStock-12B,1
-Nitral-AI/CaptainErisNebula-12B-AE-v1r,67,8,91,61,12B,,FALSE,https://huggingface.co/Nitral-AI/CaptainErisNebula-12B-AE-v1r,1
-Nitral-AI/Irixxed-Magcap-12B-Slerp,66,7,91,62,12B,,FALSE,https://huggingface.co/Nitral-AI/Irixxed-Magcap-12B-Slerp,1
-TheDrummer/Rocinante-12B-v1.1,66,8,83,63,12B,,FALSE,https://huggingface.co/TheDrummer/Rocinante-12B-v1.1,1
-Nitral-AI/CaptainErisNebula-12B-Chimera-v1.1,64,8,85,59,12B,,FALSE,https://huggingface.co/Nitral-AI/CaptainErisNebula-12B-Chimera-v1.1,1
-SicariusSicariiStuff/Impish_Longtail_12B_GGUF_HA,63,9,87,54,12B,,FALSE,https://huggingface.co/SicariusSicariiStuff/Impish_Longtail_12B_GGUF_HA,1
-mistralai/Mistral-Nemo-Instruct-2407,55,9,76,48,12B,,TRUE,https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407,1
-inflatebot/MN-12B-Mag-Mell-R1,53,7,79,49,12B,,FALSE,https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1,1 & 2
-grimjim/MagnaMellRei-v1-12B,52,8,79,45,12B,,FALSE,https://huggingface.co/grimjim/MagnaMellRei-v1-12B,1
-ConicCat/NemoPlotter-12B,52,7,71,51,12B,,FALSE,https://huggingface.co/ConicCat/NemoPlotter-12B,1
-SicariusSicariiStuff/Impish_Nemo_12B,49,8,72,43,12B,,FALSE,https://huggingface.co/SicariusSicariiStuff/Impish_Nemo_12B,1
-pot99rta/PatriSlush-DarkRPMax-12B,47,8,69,42,12B,,FALSE,https://huggingface.co/pot99rta/PatriSlush-DarkRPMax-12B,1
-ReadyArt/The-Omega-Directive-M-12B-v1.0,42,7,67,39,12B,,FALSE,https://huggingface.co/ReadyArt/The-Omega-Directive-M-12B-v1.0,1
-CrucibleLab/M3.2-24B-Loki-V1.3,82,10,92,77,24B,,FALSE,https://huggingface.co/CrucibleLab/M3.2-24B-Loki-V1.3,
-LatitudeGames/Wayfarer-2-12B ,43,7,66,41,12B,,FALSE,https://huggingface.co/LatitudeGames/Wayfarer-2-12B ,1
-LatitudeGames/Muse-2-12B ,63,7,84,62,12B,,FALSE,https://huggingface.co/LatitudeGames/Muse-2-12B ,1
-Retreatcost/KansenSakura-Radiance-RP-12b,46,6,68,47,12B,,FALSE,https://huggingface.co/Retreatcost/KansenSakura-Radiance-RP-12b,1
-TheDrummer/Cydonia-24B-v4.2.0,94,10,95,94,24B,🆕,FALSE,https://huggingface.co/TheDrummer/Cydonia-24B-v4.2.0,v4l
-mistralai/Magistral-Small-2509,88,10,95,81,24B,🆕,TRUE,https://huggingface.co/mistralai/Magistral-Small-2509,
-zai-org/GLM-4.5-Air,99,10,100,99,110B,🆕,TRUE,https://huggingface.co/zai-org/GLM-4.5-Air,
-TheDrummer/Skyfall-31B-v4,87,10,94,83,31B,🆕,FALSE,https://huggingface.co/TheDrummer/Skyfall-31B-v4,
+author/model_name,Score,Behavior,8k 🪡,16k 🪡,32k 🪡,Size,New,Base,Model Link,Settings
+TheDrummer/Cydonia-24B-v4.1,93,10,94,93,,24B,,,https://huggingface.co/TheDrummer/Cydonia-24B-v4.1,
+mistralai/Mistral-Small-3.2-24B-Instruct-2506,88,10,92,86,,24B,,TRUE,https://huggingface.co/mistralai/Mistral-Small-3.2-24B-Instruct-2506,
+ConicCat/Mistral-Small-3.2-AntiRep-24B,87,10,94,83,,24B,,,https://huggingface.co/ConicCat/Mistral-Small-3.2-AntiRep-24B,
+TheDrummer/Cydonia-R1-24B-v4,84,10,85,83,,24B,,,https://huggingface.co/TheDrummer/Cydonia-R1-24B-v4,
+TheDrummer/Cydonia-24B-v4,78,10,86,74,,24B,,,https://huggingface.co/TheDrummer/Cydonia-24B-v4,
+zerofata/MS3.2-PaintedFantasy-v2-24B,78,10,89,72,,24B,,,https://huggingface.co/zerofata/MS3.2-PaintedFantasy-v2-24B,
+kyx0r/Neona-12B,75,9,92,70,,12B,,,https://huggingface.co/kyx0r/Neona-12B,1
+DreadPoor/Irix-12B-Model_Stock,73,8,91,70,,12B,,,https://huggingface.co/DreadPoor/Irix-12B-Model_Stock,1
+Nitral-AI/CaptainErisNebula-12B-AE-v1,71,9,92,64,,12B,,,https://huggingface.co/Nitral-AI/CaptainErisNebula-12B-AE-v1,1
+Doctor-Shotgun/MS3.2-24B-Magnum-Diamond,68,9,69,71,,24B,,,https://huggingface.co/Doctor-Shotgun/MS3.2-24B-Magnum-Diamond,
+Entropicengine/Pinecone-Rune-12b,68,9,87,61,,12B,,,https://huggingface.co/Entropicengine/Pinecone-Rune-12b,1 & 2
+DreadPoor/Ward-12B-Model_Stock,67,9,86,61,,12B,,,https://huggingface.co/DreadPoor/Ward-12B-Model_Stock,1
+yamatazen/LorablatedStock-12B,67,9,88,60,,12B,,,https://huggingface.co/yamatazen/LorablatedStock-12B,1
+Nitral-AI/CaptainErisNebula-12B-AE-v1r,67,8,91,61,,12B,,,https://huggingface.co/Nitral-AI/CaptainErisNebula-12B-AE-v1r,1
+Nitral-AI/Irixxed-Magcap-12B-Slerp,66,7,91,62,,12B,,,https://huggingface.co/Nitral-AI/Irixxed-Magcap-12B-Slerp,1
+TheDrummer/Rocinante-12B-v1.1,66,8,83,63,,12B,,,https://huggingface.co/TheDrummer/Rocinante-12B-v1.1,1
+Nitral-AI/CaptainErisNebula-12B-Chimera-v1.1,64,8,85,59,,12B,,,https://huggingface.co/Nitral-AI/CaptainErisNebula-12B-Chimera-v1.1,1
+SicariusSicariiStuff/Impish_Longtail_12B_GGUF_HA,63,9,87,54,,12B,,,https://huggingface.co/SicariusSicariiStuff/Impish_Longtail_12B_GGUF_HA,1
+mistralai/Mistral-Nemo-Instruct-2407,55,9,76,48,,12B,,TRUE,https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407,1
+inflatebot/MN-12B-Mag-Mell-R1,53,7,79,49,,12B,,,https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1,1 & 2
+grimjim/MagnaMellRei-v1-12B,52,8,79,45,,12B,,,https://huggingface.co/grimjim/MagnaMellRei-v1-12B,1
+ConicCat/NemoPlotter-12B,52,7,71,51,,12B,,,https://huggingface.co/ConicCat/NemoPlotter-12B,1
+SicariusSicariiStuff/Impish_Nemo_12B,49,8,72,43,,12B,,,https://huggingface.co/SicariusSicariiStuff/Impish_Nemo_12B,1
+pot99rta/PatriSlush-DarkRPMax-12B,47,8,69,42,,12B,,,https://huggingface.co/pot99rta/PatriSlush-DarkRPMax-12B,1
+ReadyArt/The-Omega-Directive-M-12B-v1.0,42,7,67,39,,12B,,,https://huggingface.co/ReadyArt/The-Omega-Directive-M-12B-v1.0,1
+CrucibleLab/M3.2-24B-Loki-V1.3,82,10,92,77,,24B,,,https://huggingface.co/CrucibleLab/M3.2-24B-Loki-V1.3,
+LatitudeGames/Wayfarer-2-12B ,43,7,66,41,,12B,,,https://huggingface.co/LatitudeGames/Wayfarer-2-12B ,1
+LatitudeGames/Muse-2-12B ,63,7,84,62,,12B,,,https://huggingface.co/LatitudeGames/Muse-2-12B ,1
+Retreatcost/KansenSakura-Radiance-RP-12b,46,6,68,47,,12B,,,https://huggingface.co/Retreatcost/KansenSakura-Radiance-RP-12b,1
+TheDrummer/Cydonia-24B-v4.2.0,94,10,95,94,,24B,,,https://huggingface.co/TheDrummer/Cydonia-24B-v4.2.0,v4l
+mistralai/Magistral-Small-2509,88,10,95,81,,24B,🆕,TRUE,https://huggingface.co/mistralai/Magistral-Small-2509,
+zai-org/GLM-4.5-Air,99,10,100,99,92,110B,🆕,TRUE,https://huggingface.co/zai-org/GLM-4.5-Air,
+TheDrummer/Skyfall-31B-v4,87,10,94,83,54,31B,🆕,,https://huggingface.co/TheDrummer/Skyfall-31B-v4,
+meta-llama/Llama-3.3-70B-Instruct,100,10,100,100,89,70B,🆕,TRUE,https://huggingface.co/meta-llama/Llama-3.3-70B-Instruct,
+zerofata/MS3.2-PaintedFantasy-Visage-v3-34B,79,10,80,79,54,34B,🆕,,https://huggingface.co/zerofata/MS3.2-PaintedFantasy-Visage-v3-34B,
+Llama-4-Scout-17B-16E-Instruct,83,9,100,77,39,109B,🆕,TRUE,https://huggingface.co/Llama-4-Scout-17B-16E-Instruct,