Upload ugi-leaderboard-data.csv

ugi-leaderboard-data.csv

@@ -534,7 +534,7 @@ zerofata/GLM-4.5-Iceblink-106B-A12B (glm-4.5),https://huggingface.co/zerofata/GL
 zerofata/GLM-4.5-Iceblink-106B-A12B (glm-4.5 (no-think)),https://huggingface.co/zerofata/GLM-4.5-Iceblink-106B-A12B,8/27/2025,11/25/2025,glm-4.5 (no-think),12.0,106.0,106.0,TRUE,FALSE,FALSE,42.36,44.08,5.3,2.6,3.9,6.5,4.0,9.0,30.69,37.32,26.9,27.84,37.55,0.3798,0.1755,0.2683,0.2828,0.2857,-18.8%,66.2%,47.0%,45.3%,61.1%,47.5%,59.2%,47.7%,33.8%,35.6%,32.1%,50.4%,45.4%,40.2%,54.0%,62.3%,67.1%,Liberalism,False,0,3,Glm4MoeForCausalLM,26.3,0.69,14.1,7.1,0.294,17.0,54.0,0.889,0.43,0.309,1.54,0.013,0.257,38.3,7011.0,118.8,22.73,3.2,4.6
 m8than/L3.3-Chimera-Prime-70B,https://huggingface.co/m8than/L3.3-Chimera-Prime-70B,10/17/2025,10/28/2025,llama-3,70.0,70.0,70.0,TRUE,FALSE,FALSE,35.25,31.53,2.4,1.9,4.6,4.0,3.0,5.0,26.64,30.19,34.48,15.24,28.88,0.1849,0.1908,0.0768,0.084,0.2255,-15.6%,62.8%,44.9%,44.9%,60.6%,45.4%,65.2%,45.4%,41.5%,37.3%,32.9%,48.3%,44.2%,42.3%,60.2%,60.0%,61.5%,Liberalism,False,0,1,LlamaForCausalLM,37.8,1.11,13.4,6.3,0.346,34.0,32.0,0.904,0.509,0.286,1.48,0.539,0.215,63.0,6551.0,194.7,26.73,4.1,6.6
 Ewere/Seed-OSS-36B-Erotic (seed-oss),https://huggingface.co/Ewere/Seed-OSS-36B-Erotic,9/26/2025,10/28/2025,seed-oss,36.0,36.0,36.0,TRUE,FALSE,FALSE,21.12,42.83,4.1,2.0,3.0,8.8,10.0,7.5,28.35,45.94,18.97,20.16,28.87,0.3016,0.1384,0.2195,0.0827,0.2657,-20.5%,68.1%,46.4%,48.6%,60.7%,41.5%,63.5%,44.2%,29.0%,35.4%,31.2%,48.3%,56.9%,40.6%,55.8%,59.4%,66.9%,Liberalism,True,6990,4,SeedOssForCausalLM,34.0,0.73,15.4,7.4,0.347,120.0,100.0,0.867,0.464,0.36,1.414,0.507,0.25,45.7,8462.0,129.7,26.78,3.7,0.6
-Ewere/Seed-OSS-36B-Erotic (seed-oss (budget 0)),https://huggingface.co/Ewere/Seed-OSS-36B-Erotic,9/26/2025,12/4/2025,seed-oss (budget 0),36.0,36.0,36.0,True,False,False,29.78,27.99,1.8,2.0,2.0,5.5,8.0,3.0,20.64,20.89,17.93,23.09,19.55,0.1594,0.2014,0.2921,0.2029,0.2987,-18.2%,66.3%,49.7%,45.3%,57.8%,40.0%,64.2%,53.1%,34.2%,34.4%,32.5%,49.6%,50.8%,35.6%,49.6%,59.6%,64.4%,Liberalism,False,0,0,SeedOssForCausalLM,28.1,0.9,14.3,5.6,0.351,28.0,76.0,0.876,0.461,0.332,1.367,0.448,0.273,68.9,6263.0,114.2,23.87,4.0,2.4
+Ewere/Seed-OSS-36B-Erotic (seed-oss (budget 0)),https://huggingface.co/Ewere/Seed-OSS-36B-Erotic,9/26/2025,12/4/2025,seed-oss (budget 0),36.0,36.0,36.0,TRUE,FALSE,FALSE,29.78,27.99,1.8,2.0,2.0,5.5,8.0,3.0,20.64,20.89,17.93,23.09,19.55,0.1594,0.2014,0.2921,0.2029,0.2987,-18.2%,66.3%,49.7%,45.3%,57.8%,40.0%,64.2%,53.1%,34.2%,34.4%,32.5%,49.6%,50.8%,35.6%,49.6%,59.6%,64.4%,Liberalism,False,0,0,SeedOssForCausalLM,28.1,0.9,14.3,5.6,0.351,28.0,76.0,0.876,0.461,0.332,1.367,0.448,0.273,68.9,6263.0,114.2,23.87,4.0,2.4
 MrRikyz/Foxfire_Bloom,https://huggingface.co/MrRikyz/Foxfire_Bloom,9/18/2025,10/28/2025,chatml,12.0,12.0,12.0,TRUE,TRUE,FALSE,32.44,27.35,2.4,1.6,1.4,6.0,7.0,5.0,21.94,16.46,20.69,28.66,17.15,0.1298,0.2078,0.4364,0.378,0.2811,-12.8%,60.7%,44.0%,41.9%,60.3%,48.5%,61.2%,41.7%,44.8%,41.7%,31.5%,40.8%,46.0%,39.0%,58.8%,57.3%,65.0%,Liberalism,False,0,0,MistralForCausalLM,48.0,0.96,12.8,5.9,0.356,42.0,89.0,0.875,0.478,0.299,1.377,0.436,0.243,77.7,6100.0,92.6,21.67,9.2,7.6
 grimjim/gemma-3-12b-it-abliterated,https://huggingface.co/grimjim/gemma-3-12b-it-abliterated,10/19/2025,10/28/2025,gemma-3,12.0,12.0,12.0,TRUE,FALSE,FALSE,27.64,32.08,2.4,0.9,1.2,9.0,9.0,9.0,18.65,14.79,18.28,22.9,13.98,0.324,0.2657,0.1785,0.1519,0.2247,-7.5%,58.9%,48.5%,43.0%,60.7%,40.8%,63.5%,49.8%,41.2%,41.2%,40.8%,43.1%,44.4%,41.5%,55.2%,58.3%,68.5%,Liberalism,False,0,0,Gemma3ForConditionalGeneration,32.2,0.8,16.1,6.9,0.293,8.0,80.0,0.893,0.429,0.283,1.563,0.322,0.228,43.3,4923.0,141.4,24.82,3.6,3.4
 grimjim/gemma-3-12b-it-projection-abliterated,https://huggingface.co/grimjim/gemma-3-12b-it-projection-abliterated,10/28/2025,10/28/2025,gemma-3,12.0,12.0,12.0,TRUE,FALSE,FALSE,29.46,30.77,1.2,0.9,1.0,9.8,10.0,9.5,19.21,15.61,18.28,23.74,9.92,0.4144,0.2527,0.2001,0.1269,0.193,-6.9%,58.2%,48.1%,43.1%,59.3%,42.1%,61.7%,47.9%,41.2%,43.1%,41.0%,40.4%,46.9%,42.1%,54.2%,57.7%,66.0%,Liberalism,False,0,0,Gemma3ForConditionalGeneration,30.7,0.8,15.7,7.0,0.292,8.0,81.0,0.891,0.427,0.284,1.617,0.432,0.206,35.7,5151.0,134.9,25.4,3.2,2.9
@@ -703,21 +703,27 @@ deepseek-ai/DeepSeek-V3.2 (reasoning=enabled),https://huggingface.co/deepseek-ai
 deepseek-ai/DeepSeek-V3.2-Speciale,https://huggingface.co/deepseek-ai/DeepSeek-V3.2-Speciale,12/1/2025,12/3/2025,,671.0,671.0,671.0,FALSE,FALSE,TRUE,53.95,67.93,8.8,7.1,6.8,4.8,5.0,4.5,53.02,71.75,55.17,32.14,74.31,0.3994,0.218,0.413,0.2762,0.3002,-24.5%,67.8%,46.9%,44.2%,66.2%,47.1%,59.2%,47.1%,31.7%,36.7%,28.3%,49.0%,52.5%,31.0%,64.8%,64.4%,69.4%,Liberalism,True,0,0,,33.6,0.91,11.9,4.4,0.366,25.0,56.0,0.921,0.452,0.305,1.397,0.411,0.295,36.8,5858.0,95.6,22.82,5.5,3.3
 mistralai/Ministral-3-14B-Instruct-2512 (mistral V7-Tekken),https://huggingface.co/mistralai/Ministral-3-14B-Instruct-2512,12/2/2025,12/3/2025,mistral V7-Tekken,14.0,14.0,14.0,FALSE,FALSE,TRUE,31.44,28.29,3.5,0.9,1.4,6.2,4.0,8.5,16.73,27.17,1.72,21.29,17.6,0.1658,0.1383,0.2823,0.3207,0.1573,-24.5%,69.5%,44.4%,41.2%,60.6%,46.2%,63.1%,42.7%,31.7%,35.0%,24.8%,49.2%,44.8%,29.8%,57.5%,64.6%,59.8%,Liberalism,False,0,0,Unknown,31.4,0.87,13.7,5.0,0.324,24.0,65.0,0.882,0.462,0.274,1.763,0.297,0.158,67.3,8463.0,116.0,22.28,5.7,7.6
 mistralai/Ministral-3-14B-Instruct-2512 (mistral V7-Tekken w/ [THINK] prefill),https://huggingface.co/mistralai/Ministral-3-14B-Instruct-2512,12/2/2025,12/3/2025,mistral V7-Tekken w/ [THINK] prefill,14.0,14.0,14.0,FALSE,FALSE,TRUE,25.73,26.69,3.5,1.4,1.8,4.5,5.0,4.0,15.69,31.0,3.45,12.61,20.96,0.1114,0.096,0.1658,0.1582,0.099,-17.8%,66.5%,46.0%,44.2%,55.4%,53.3%,62.3%,53.5%,38.5%,32.7%,29.2%,46.2%,49.0%,37.3%,49.2%,58.3%,58.8%,Liberalism,True,2461,1,Unknown,30.2,0.83,14.3,5.4,0.313,58.0,90.0,0.887,0.451,0.295,1.737,0.433,0.052,84.7,11147.0,145.6,24.68,4.9,7.3
-mistralai/Ministral-3-14B-Instruct-2512 (mistral V7-Tekken w/ [THINK] + Ministral 3 sys prompt),https://huggingface.co/mistralai/Ministral-3-14B-Instruct-2512,12/2/2025,12/4/2025,mistral V7-Tekken w/ [THINK] + Ministral 3 sys prompt,14.0,14.0,14.0,False,False,True,NA,32.28,5.3,1.5,2.7,4.2,4.0,4.5,18.09,33.72,6.21,14.35,29.09,0.2483,0.1394,0.1219,0.0743,0.1336,-27.2%,68.1%,45.3%,47.1%,65.6%,47.7%,60.8%,44.6%,29.4%,37.5%,28.8%,56.2%,54.2%,30.8%,63.5%,64.4%,68.8%,Liberalism,True,9404,17,Unknown,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1.8,0.232,0.103,52.2,8412.0,164.1,27.13,NA,NA
+mistralai/Ministral-3-14B-Instruct-2512 (mistral V7-Tekken w/ [THINK] + Ministral 3 sys prompt),https://huggingface.co/mistralai/Ministral-3-14B-Instruct-2512,12/2/2025,12/4/2025,mistral V7-Tekken w/ [THINK] + Ministral 3 sys prompt,14.0,14.0,14.0,FALSE,FALSE,TRUE,NA,32.28,5.3,1.5,2.7,4.2,4.0,4.5,18.09,33.72,6.21,14.35,29.09,0.2483,0.1394,0.1219,0.0743,0.1336,-27.2%,68.1%,45.3%,47.1%,65.6%,47.7%,60.8%,44.6%,29.4%,37.5%,28.8%,56.2%,54.2%,30.8%,63.5%,64.4%,68.8%,Liberalism,True,9404,17,Unknown,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1.8,0.232,0.103,52.2,8412.0,164.1,27.13,NA,NA
 mistralai/Ministral-3-8B-Instruct-2512 (mistral V7-Tekken),https://huggingface.co/mistralai/Ministral-3-8B-Instruct-2512,12/2/2025,12/3/2025,mistral V7-Tekken,8.0,8.0,8.0,FALSE,FALSE,TRUE,28.79,27.75,2.9,1.8,1.3,5.5,4.0,7.0,13.47,23.59,1.72,15.09,19.23,0.1504,0.1578,0.0745,0.2186,0.1531,-10.4%,58.2%,49.2%,47.0%,57.4%,42.7%,58.1%,48.5%,41.5%,45.8%,38.1%,52.1%,46.7%,42.3%,56.5%,54.4%,61.5%,Liberalism,False,0,0,Unknown,31.4,0.86,13.2,5.0,0.328,23.0,62.0,0.864,0.454,0.289,1.77,0.141,0.112,71.3,7634.0,196.8,23.62,4.1,7.1
 mistralai/Ministral-3-8B-Instruct-2512 (mistral V7-Tekken w/ [THINK] prefill),https://huggingface.co/mistralai/Ministral-3-8B-Instruct-2512,12/2/2025,12/3/2025,mistral V7-Tekken w/ [THINK] prefill,8.0,8.0,8.0,FALSE,FALSE,TRUE,27.64,31.17,4.1,1.5,2.0,5.5,4.0,7.0,15.56,30.77,3.45,12.46,23.73,0.2223,0.0974,0.1192,0.0728,0.1113,-15.1%,66.1%,44.9%,42.3%,64.6%,49.2%,60.0%,44.0%,31.7%,34.4%,35.6%,42.1%,45.8%,39.0%,63.5%,64.4%,65.8%,Liberalism,True,2239,4,Unknown,28.1,0.82,14.0,5.6,0.331,35.0,70.0,0.865,0.451,0.282,2.017,0.001,0.025,56.1,11031.0,165.5,27.2,5.1,6.3
 mistralai/Ministral-3-8B-Instruct-2512 (mistral V7-Tekken w/ [THINK] + Ministral 3 sys prompt),https://huggingface.co/mistralai/Ministral-3-8B-Instruct-2512,12/2/2025,12/4/2025,mistral V7-Tekken w/ [THINK] + Ministral 3 sys prompt,8.0,8.0,8.0,FALSE,FALSE,TRUE,NA,31.81,4.1,1.2,2.2,6.0,7.0,5.0,18.0,31.13,8.97,13.9,23.0,0.169,0.176,0.0859,0.1421,0.122,-22.2%,66.3%,45.1%,47.1%,61.9%,47.9%,66.5%,49.8%,31.5%,40.4%,29.2%,55.8%,47.7%,37.7%,58.3%,60.6%,66.7%,Liberalism,True,9274,14,Unknown,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,2.038,0.036,0.063,66.5,6997.0,186.9,25.03,NA,NA
-Vortex5/Stellar-Umbra-12B,https://huggingface.co/Vortex5/Stellar-Umbra-12B,11/30/2025,12/4/2025,chatml,12.0,12.0,12.0,True,True,False,37.43,28.93,2.9,1.4,1.6,6.2,8.0,4.5,21.21,20.23,20.69,22.72,18.43,0.1289,0.1868,0.2111,0.3371,0.272,-17.7%,66.8%,43.5%,43.7%,61.9%,47.7%,65.2%,43.5%,41.5%,26.5%,31.7%,43.5%,47.9%,39.6%,64.6%,62.5%,58.8%,Liberalism,False,0,10,MistralForCausalLM,44.4,0.91,13.6,6.0,0.331,20.0,22.0,0.901,0.48,0.271,1.447,0.285,0.249,78.0,6666.0,131.9,22.1,5.0,5.7
-vprilepskii/Seed-OSS-36B-Instruct-biprojected-norm-preserving-abliterated (seed-oss (budget 0)),https://huggingface.co/vprilepskii/Seed-OSS-36B-Instruct-biprojected-norm-preserving-abliterated,11/25/2025,12/4/2025,seed-oss (budget 0),36.0,36.0,36.0,True,False,False,27.25,27.22,1.8,1.9,1.6,5.8,10.0,1.5,22.33,28.74,12.41,25.83,17.76,0.1563,0.1995,0.2654,0.3295,0.341,-15.3%,59.7%,47.4%,47.2%,56.9%,46.5%,61.9%,50.4%,42.1%,42.1%,36.9%,55.0%,46.9%,39.6%,47.7%,59.0%,64.0%,Liberalism,False,0,0,SeedOssForCausalLM,31.6,0.81,12.5,4.9,0.336,71.0,99.0,0.841,0.441,0.325,1.313,0.446,0.315,69.7,6314.0,119.3,22.18,3.2,1.4
-vprilepskii/Seed-OSS-36B-Instruct-biprojected-norm-preserving-abliterated (seed-oss),https://huggingface.co/vprilepskii/Seed-OSS-36B-Instruct-biprojected-norm-preserving-abliterated,11/25/2025,12/4/2025,seed-oss,36.0,36.0,36.0,True,False,False,25.46,40.51,3.5,1.5,3.4,8.5,9.0,8.0,27.95,44.53,23.1,16.21,26.61,0.2172,0.1917,0.2451,0.1566,NA,-23.1%,60.3%,46.4%,49.2%,57.8%,47.7%,58.8%,45.6%,40.4%,46.9%,31.9%,54.8%,53.1%,39.6%,41.5%,62.5%,69.6%,Liberalism,True,7602,5,SeedOssForCausalLM,36.6,0.78,13.4,5.9,0.341,186.0,100.0,0.84,0.434,0.345,NA,NA,NA,56.9,6524.0,123.7,24.72,4.3,0.7
-NousResearch/Hermes-4.3-36B (llama-3),https://huggingface.co/NousResearch/Hermes-4.3-36B,11/17/2025,12/4/2025,llama-3,36.0,36.0,36.0,True,False,False,31.42,34.57,3.5,1.7,2.9,6.2,7.0,5.5,20.66,29.57,10.0,22.42,25.84,0.1881,0.1876,0.1522,0.2762,0.3167,-17.3%,66.3%,48.4%,46.2%,58.4%,43.3%,59.4%,47.9%,35.2%,33.5%,32.3%,51.5%,47.5%,39.8%,54.8%,58.8%,61.7%,Liberalism,False,0,3,SeedOssForCausalLM,36.9,0.95,14.6,7.6,0.3,36.0,64.0,0.903,0.457,0.294,1.32,0.523,0.28,62.3,6641.0,150.7,22.82,6.8,4.6
-NousResearch/Hermes-4.3-36B (llama-3 w/ Hermes-4 reasoning),https://huggingface.co/NousResearch/Hermes-4.3-36B,11/17/2025,12/4/2025,llama-3 w/ Hermes-4 reasoning,36.0,36.0,36.0,True,False,False,34.93,34.34,2.9,1.9,3.3,6.0,7.0,5.0,23.72,26.43,21.38,23.34,26.32,0.278,0.1934,0.2915,0.1691,0.2352,-24.4%,70.0%,46.9%,47.0%,60.4%,49.4%,59.8%,49.8%,33.5%,30.6%,25.8%,47.7%,52.3%,41.0%,57.1%,62.5%,61.7%,Liberalism,True,3429,5,SeedOssForCausalLM,28.9,0.69,14.3,6.6,0.292,71.0,99.0,0.885,0.402,0.298,1.454,0.434,0.205,48.3,6476.0,114.3,24.47,3.5,4.1
-vprilepskii/Harbinger-24B-biprojected-norm-preserving-abliterated,https://huggingface.co/vprilepskii/Harbinger-24B-biprojected-norm-preserving-abliterated,11/25/2025,12/4/2025,chatml,24.0,24.0,24.0,True,False,False,37.34,38.75,3.5,1.5,3.4,7.8,9.0,6.5,26.25,30.77,21.72,26.25,26.64,0.2232,0.2083,0.2915,0.2855,0.3039,-18.1%,60.8%,45.5%,42.4%,62.8%,48.1%,64.2%,47.5%,41.0%,44.4%,31.2%,48.1%,44.8%,34.2%,57.9%,61.9%,68.3%,Liberalism,False,0,0,MistralForCausalLM,49.5,0.79,13.6,5.8,0.34,36.0,58.0,0.86,0.492,0.277,1.317,0.596,0.258,56.0,6090.0,114.3,22.7,8.7,4.9
-vprilepskii/Llama-3.3-70B-Instruct-biprojected-norm-preserving-abliterated,https://huggingface.co/vprilepskii/Llama-3.3-70B-Instruct-biprojected-norm-preserving-abliterated,11/25/2025,12/4/2025,llama-3,70.0,70.0,70.0,True,False,False,25.24,46.1,2.9,3.0,4.0,8.8,9.0,8.5,29.41,41.34,24.14,22.76,33.16,0.3208,0.1912,0.1663,0.2508,0.2091,-17.5%,60.8%,48.8%,45.0%,64.2%,41.5%,62.9%,50.6%,45.0%,38.8%,33.8%,48.3%,44.2%,42.5%,61.7%,63.8%,67.1%,Liberalism,False,0,1,LlamaForCausalLM,39.8,0.86,11.1,6.8,0.361,11.0,24.0,0.899,0.54,0.312,1.603,0.4,0.228,43.7,6539.0,145.5,23.15,3.0,4.3
-vprilepskii/Qwen3-32B-biprojected-norm-preserving-abliterated (thinking=False),https://huggingface.co/vprilepskii/Qwen3-32B-biprojected-norm-preserving-abliterated,11/25/2025,12/4/2025,chatml,32.0,32.0,32.0,True,False,False,31.82,32.28,2.9,1.6,1.4,7.5,8.0,7.0,20.46,28.81,7.93,24.65,18.93,0.2104,0.1869,0.1718,0.3572,0.3061,-11.3%,56.6%,49.2%,49.4%,58.3%,41.0%,60.8%,49.6%,44.8%,45.6%,39.8%,57.3%,45.2%,45.8%,55.8%,55.4%,63.5%,Liberalism,False,0,1,Qwen3ForCausalLM,28.2,0.85,14.6,5.0,0.338,15.0,6.0,0.869,0.439,0.283,1.327,0.501,0.261,58.1,6664.0,143.6,21.88,2.4,2.2
-vprilepskii/Qwen3-32B-biprojected-norm-preserving-abliterated (thinking=True),https://huggingface.co/vprilepskii/Qwen3-32B-biprojected-norm-preserving-abliterated,11/25/2025,12/4/2025,chatml,32.0,32.0,32.0,True,False,False,29.37,35.41,2.9,1.4,2.2,8.2,9.0,7.5,19.65,32.14,6.21,20.6,20.69,0.1472,0.1654,0.1654,0.3148,0.2371,-15.1%,60.4%,50.1%,47.8%,58.3%,44.8%,59.6%,54.8%,41.7%,41.2%,35.8%,52.9%,47.1%,43.3%,53.5%,58.5%,62.9%,Liberalism,True,3486,0,Qwen3ForCausalLM,29.2,0.7,13.1,6.1,0.305,81.0,100.0,0.864,0.424,0.331,1.413,0.557,0.195,72.2,7357.0,145.8,22.35,2.6,2.2
-KaraKaraWitch/BlenderCartel-MS-llama33-70B,https://huggingface.co/KaraKaraWitch/BlenderCartel-MS-llama33-70B,12/2/2025,12/4/2025,llama-3,70.0,70.0,70.0,True,True,False,39.19,39.22,2.9,3.7,3.7,5.2,6.0,4.5,31.42,38.68,31.72,23.85,35.06,0.2278,0.2111,0.1436,0.2775,0.3327,-22.5%,65.5%,48.6%,42.2%,65.7%,38.1%,64.8%,48.8%,37.5%,36.5%,29.6%,46.2%,46.2%,34.2%,63.8%,67.1%,66.2%,Liberalism,False,0,0,LlamaForCausalLM,45.1,1.02,12.8,5.6,0.355,23.0,76.0,0.907,0.504,0.282,1.303,0.651,0.311,55.2,6020.0,154.2,22.8,7.8,8.8
-KaraKaraWitch/BlenderCartel-SCE-llama33-70B,https://huggingface.co/KaraKaraWitch/BlenderCartel-SCE-llama33-70B,12/2/2025,12/4/2025,llama-3,70.0,70.0,70.0,True,True,False,25.52,13.73,0.0,0.0,1.7,4.0,5.0,3.0,25.55,31.11,28.62,16.91,5.51,0.1364,0.22,0.0839,0.2165,0.1889,-19.9%,64.8%,43.5%,45.1%,64.2%,49.2%,64.0%,43.5%,38.8%,36.2%,30.6%,47.9%,50.4%,37.1%,66.2%,61.2%,65.2%,Liberalism,False,0,0,LlamaForCausalLM,39.5,0.92,15.5,6.4,0.35,86.0,94.0,0.889,0.459,0.267,1.55,0.604,0.186,75.5,5813.0,188.6,23.65,7.4,8.6
-KaraKaraWitch/BlenderCartel-llama33-70B-Pt2,https://huggingface.co/KaraKaraWitch/BlenderCartel-llama33-70B-Pt2,11/27/2025,12/4/2025,llama-3,70.0,70.0,70.0,True,True,False,18.83,22.08,1.8,0.7,2.5,4.2,5.0,3.5,19.83,21.08,20.69,17.74,15.7,0.2236,0.2205,0.0673,0.2175,0.1579,-14.9%,59.5%,43.9%,49.9%,58.2%,43.3%,64.2%,41.7%,37.1%,45.0%,39.6%,53.1%,50.0%,45.2%,58.5%,60.4%,56.0%,Liberalism,False,0,0,LlamaForCausalLM,35.9,0.95,16.1,6.5,0.334,75.0,94.0,0.89,0.462,0.265,1.557,0.799,0.139,55.9,5802.0,204.1,23.63,6.6,8.6
-nvidia/Nemotron-Orchestrator-8B (thinking=False),https://huggingface.co/nvidia/Nemotron-Orchestrator-8B,11/26/2025,12/4/2025,chatml,8.0,8.0,8.0,True,False,False,24.04,26.39,2.9,1.4,1.0,5.8,5.0,6.5,14.47,25.51,3.45,14.46,16.67,0.0531,0.1508,0.0639,0.208,0.2472,-8.1%,60.7%,48.1%,43.8%,60.3%,42.9%,62.5%,49.6%,39.2%,39.0%,39.8%,49.4%,43.3%,38.5%,52.7%,55.6%,72.7%,Liberalism,False,0,2,Qwen3ForCausalLM,29.6,1.03,12.4,4.4,0.363,18.0,4.0,0.859,0.465,0.337,1.343,0.624,0.166,126.7,7913.0,208.0,23.78,2.3,4.1
-nvidia/Nemotron-Orchestrator-8B (thinking=True),https://huggingface.co/nvidia/Nemotron-Orchestrator-8B,11/26/2025,12/4/2025,chatml,8.0,8.0,8.0,True,False,False,24.41,28.57,3.5,1.2,1.0,6.5,6.0,7.0,17.51,24.91,5.17,22.46,17.19,0.1837,0.1629,0.2795,0.2882,0.2086,-19.9%,63.3%,48.5%,48.1%,61.2%,52.7%,57.9%,56.0%,34.6%,42.7%,32.9%,49.0%,53.3%,42.1%,53.5%,61.7%,68.3%,Liberalism,True,3366,0,Qwen3ForCausalLM,32.0,0.73,12.1,5.6,0.357,58.0,98.0,0.88,0.445,0.362,1.41,0.591,0.136,63.2,7446.0,116.5,22.67,2.2,2.7
+Vortex5/Stellar-Umbra-12B,https://huggingface.co/Vortex5/Stellar-Umbra-12B,11/30/2025,12/4/2025,chatml,12.0,12.0,12.0,TRUE,TRUE,FALSE,37.43,28.93,2.9,1.4,1.6,6.2,8.0,4.5,21.21,20.23,20.69,22.72,18.43,0.1289,0.1868,0.2111,0.3371,0.272,-17.7%,66.8%,43.5%,43.7%,61.9%,47.7%,65.2%,43.5%,41.5%,26.5%,31.7%,43.5%,47.9%,39.6%,64.6%,62.5%,58.8%,Liberalism,False,0,10,MistralForCausalLM,44.4,0.91,13.6,6.0,0.331,20.0,22.0,0.901,0.48,0.271,1.447,0.285,0.249,78.0,6666.0,131.9,22.1,5.0,5.7
+vprilepskii/Seed-OSS-36B-Instruct-biprojected-norm-preserving-abliterated (seed-oss (budget 0)),https://huggingface.co/vprilepskii/Seed-OSS-36B-Instruct-biprojected-norm-preserving-abliterated,11/25/2025,12/4/2025,seed-oss (budget 0),36.0,36.0,36.0,TRUE,FALSE,FALSE,27.25,27.22,1.8,1.9,1.6,5.8,10.0,1.5,22.33,28.74,12.41,25.83,17.76,0.1563,0.1995,0.2654,0.3295,0.341,-15.3%,59.7%,47.4%,47.2%,56.9%,46.5%,61.9%,50.4%,42.1%,42.1%,36.9%,55.0%,46.9%,39.6%,47.7%,59.0%,64.0%,Liberalism,False,0,0,SeedOssForCausalLM,31.6,0.81,12.5,4.9,0.336,71.0,99.0,0.841,0.441,0.325,1.313,0.446,0.315,69.7,6314.0,119.3,22.18,3.2,1.4
+vprilepskii/Seed-OSS-36B-Instruct-biprojected-norm-preserving-abliterated (seed-oss),https://huggingface.co/vprilepskii/Seed-OSS-36B-Instruct-biprojected-norm-preserving-abliterated,11/25/2025,12/4/2025,seed-oss,36.0,36.0,36.0,TRUE,FALSE,FALSE,25.46,40.51,3.5,1.5,3.4,8.5,9.0,8.0,27.95,44.53,23.1,16.21,26.61,0.2172,0.1917,0.2451,0.1566,NA,-23.1%,60.3%,46.4%,49.2%,57.8%,47.7%,58.8%,45.6%,40.4%,46.9%,31.9%,54.8%,53.1%,39.6%,41.5%,62.5%,69.6%,Liberalism,True,7602,5,SeedOssForCausalLM,36.6,0.78,13.4,5.9,0.341,186.0,100.0,0.84,0.434,0.345,NA,NA,NA,56.9,6524.0,123.7,24.72,4.3,0.7
+NousResearch/Hermes-4.3-36B (llama-3),https://huggingface.co/NousResearch/Hermes-4.3-36B,11/17/2025,12/4/2025,llama-3,36.0,36.0,36.0,TRUE,FALSE,FALSE,31.42,34.57,3.5,1.7,2.9,6.2,7.0,5.5,20.66,29.57,10.0,22.42,25.84,0.1881,0.1876,0.1522,0.2762,0.3167,-17.3%,66.3%,48.4%,46.2%,58.4%,43.3%,59.4%,47.9%,35.2%,33.5%,32.3%,51.5%,47.5%,39.8%,54.8%,58.8%,61.7%,Liberalism,False,0,3,SeedOssForCausalLM,36.9,0.95,14.6,7.6,0.3,36.0,64.0,0.903,0.457,0.294,1.32,0.523,0.28,62.3,6641.0,150.7,22.82,6.8,4.6
+NousResearch/Hermes-4.3-36B (llama-3 w/ Hermes-4 reasoning),https://huggingface.co/NousResearch/Hermes-4.3-36B,11/17/2025,12/4/2025,llama-3 w/ Hermes-4 reasoning,36.0,36.0,36.0,TRUE,FALSE,FALSE,34.93,34.34,2.9,1.9,3.3,6.0,7.0,5.0,23.72,26.43,21.38,23.34,26.32,0.278,0.1934,0.2915,0.1691,0.2352,-24.4%,70.0%,46.9%,47.0%,60.4%,49.4%,59.8%,49.8%,33.5%,30.6%,25.8%,47.7%,52.3%,41.0%,57.1%,62.5%,61.7%,Liberalism,True,3429,5,SeedOssForCausalLM,28.9,0.69,14.3,6.6,0.292,71.0,99.0,0.885,0.402,0.298,1.454,0.434,0.205,48.3,6476.0,114.3,24.47,3.5,4.1
+vprilepskii/Harbinger-24B-biprojected-norm-preserving-abliterated,https://huggingface.co/vprilepskii/Harbinger-24B-biprojected-norm-preserving-abliterated,11/25/2025,12/4/2025,chatml,24.0,24.0,24.0,TRUE,FALSE,FALSE,37.34,38.75,3.5,1.5,3.4,7.8,9.0,6.5,26.25,30.77,21.72,26.25,26.64,0.2232,0.2083,0.2915,0.2855,0.3039,-18.1%,60.8%,45.5%,42.4%,62.8%,48.1%,64.2%,47.5%,41.0%,44.4%,31.2%,48.1%,44.8%,34.2%,57.9%,61.9%,68.3%,Liberalism,False,0,0,MistralForCausalLM,49.5,0.79,13.6,5.8,0.34,36.0,58.0,0.86,0.492,0.277,1.317,0.596,0.258,56.0,6090.0,114.3,22.7,8.7,4.9
+vprilepskii/Llama-3.3-70B-Instruct-biprojected-norm-preserving-abliterated,https://huggingface.co/vprilepskii/Llama-3.3-70B-Instruct-biprojected-norm-preserving-abliterated,11/25/2025,12/4/2025,llama-3,70.0,70.0,70.0,TRUE,FALSE,FALSE,25.24,46.1,2.9,3.0,4.0,8.8,9.0,8.5,29.41,41.34,24.14,22.76,33.16,0.3208,0.1912,0.1663,0.2508,0.2091,-17.5%,60.8%,48.8%,45.0%,64.2%,41.5%,62.9%,50.6%,45.0%,38.8%,33.8%,48.3%,44.2%,42.5%,61.7%,63.8%,67.1%,Liberalism,False,0,1,LlamaForCausalLM,39.8,0.86,11.1,6.8,0.361,11.0,24.0,0.899,0.54,0.312,1.603,0.4,0.228,43.7,6539.0,145.5,23.15,3.0,4.3
+vprilepskii/Qwen3-32B-biprojected-norm-preserving-abliterated (thinking=False),https://huggingface.co/vprilepskii/Qwen3-32B-biprojected-norm-preserving-abliterated,11/25/2025,12/4/2025,chatml,32.0,32.0,32.0,TRUE,FALSE,FALSE,31.82,32.28,2.9,1.6,1.4,7.5,8.0,7.0,20.46,28.81,7.93,24.65,18.93,0.2104,0.1869,0.1718,0.3572,0.3061,-11.2%,56.6%,49.2%,49.4%,58.3%,41.0%,60.8%,49.6%,44.8%,45.6%,39.8%,57.3%,45.2%,45.8%,55.8%,55.4%,63.5%,Liberalism,False,0,1,Qwen3ForCausalLM,28.2,0.85,14.6,5.0,0.338,15.0,6.0,0.869,0.439,0.283,1.327,0.501,0.261,58.1,6664.0,143.6,21.88,2.4,2.2
+vprilepskii/Qwen3-32B-biprojected-norm-preserving-abliterated (thinking=True),https://huggingface.co/vprilepskii/Qwen3-32B-biprojected-norm-preserving-abliterated,11/25/2025,12/4/2025,chatml,32.0,32.0,32.0,TRUE,FALSE,FALSE,29.37,35.41,2.9,1.4,2.2,8.2,9.0,7.5,19.65,32.14,6.21,20.6,20.69,0.1472,0.1654,0.1654,0.3148,0.2371,-15.1%,60.4%,50.1%,47.8%,58.3%,44.8%,59.6%,54.8%,41.7%,41.2%,35.8%,52.9%,47.1%,43.3%,53.5%,58.5%,62.9%,Liberalism,True,3486,0,Qwen3ForCausalLM,29.2,0.7,13.1,6.1,0.305,81.0,100.0,0.864,0.424,0.331,1.413,0.557,0.195,72.2,7357.0,145.8,22.35,2.6,2.2
+KaraKaraWitch/BlenderCartel-MS-llama33-70B,https://huggingface.co/KaraKaraWitch/BlenderCartel-MS-llama33-70B,12/2/2025,12/4/2025,llama-3,70.0,70.0,70.0,TRUE,TRUE,FALSE,39.19,39.22,2.9,3.7,3.7,5.2,6.0,4.5,31.42,38.68,31.72,23.85,35.06,0.2278,0.2111,0.1436,0.2775,0.3327,-22.5%,65.5%,48.6%,42.2%,65.7%,38.1%,64.8%,48.8%,37.5%,36.5%,29.6%,46.2%,46.2%,34.2%,63.8%,67.1%,66.2%,Liberalism,False,0,0,LlamaForCausalLM,45.1,1.02,12.8,5.6,0.355,23.0,76.0,0.907,0.504,0.281,1.303,0.651,0.311,55.2,6020.0,154.2,22.8,7.8,8.8
+KaraKaraWitch/BlenderCartel-SCE-llama33-70B,https://huggingface.co/KaraKaraWitch/BlenderCartel-SCE-llama33-70B,12/2/2025,12/4/2025,llama-3,70.0,70.0,70.0,TRUE,TRUE,FALSE,25.52,13.73,0.0,0.0,1.7,4.0,5.0,3.0,25.55,31.11,28.62,16.91,5.51,0.1364,0.22,0.0839,0.2165,0.1889,-19.9%,64.8%,43.5%,45.1%,64.2%,49.2%,64.0%,43.5%,38.8%,36.2%,30.6%,47.9%,50.4%,37.1%,66.2%,61.2%,65.2%,Liberalism,False,0,0,LlamaForCausalLM,39.5,0.92,15.5,6.4,0.35,86.0,94.0,0.889,0.459,0.267,1.55,0.604,0.186,75.5,5813.0,188.6,23.65,7.4,8.6
+KaraKaraWitch/BlenderCartel-llama33-70B-Pt2,https://huggingface.co/KaraKaraWitch/BlenderCartel-llama33-70B-Pt2,11/27/2025,12/4/2025,llama-3,70.0,70.0,70.0,TRUE,TRUE,FALSE,18.83,22.08,1.8,0.7,2.5,4.2,5.0,3.5,19.83,21.08,20.69,17.74,15.7,0.2236,0.2205,0.0673,0.2175,0.1579,-14.9%,59.5%,43.9%,49.9%,58.2%,43.3%,64.2%,41.7%,37.1%,45.0%,39.6%,53.1%,50.0%,45.2%,58.5%,60.4%,56.0%,Liberalism,False,0,0,LlamaForCausalLM,35.9,0.95,16.1,6.5,0.334,75.0,94.0,0.89,0.462,0.265,1.557,0.799,0.139,55.9,5802.0,204.1,23.63,6.6,8.6
+nvidia/Nemotron-Orchestrator-8B (thinking=False),https://huggingface.co/nvidia/Nemotron-Orchestrator-8B,11/26/2025,12/4/2025,chatml,8.0,8.0,8.0,TRUE,FALSE,FALSE,24.04,26.39,2.9,1.4,1.0,5.8,5.0,6.5,14.47,25.51,3.45,14.46,16.67,0.0531,0.1508,0.0639,0.208,0.2472,-8.1%,60.7%,48.1%,43.8%,60.3%,42.9%,62.5%,49.6%,39.2%,39.0%,39.8%,49.4%,43.3%,38.5%,52.7%,55.6%,72.7%,Liberalism,False,0,2,Qwen3ForCausalLM,29.6,1.03,12.4,4.4,0.363,18.0,4.0,0.859,0.465,0.337,1.343,0.624,0.166,126.7,7913.0,208.0,23.78,2.3,4.1
+nvidia/Nemotron-Orchestrator-8B (thinking=True),https://huggingface.co/nvidia/Nemotron-Orchestrator-8B,11/26/2025,12/4/2025,chatml,8.0,8.0,8.0,TRUE,FALSE,FALSE,24.41,28.57,3.5,1.2,1.0,6.5,6.0,7.0,17.51,24.91,5.17,22.46,17.19,0.1837,0.1629,0.2795,0.2882,0.2086,-19.9%,63.3%,48.5%,48.1%,61.2%,52.7%,57.9%,56.0%,34.6%,42.7%,32.9%,49.0%,53.3%,42.1%,53.5%,61.7%,68.3%,Liberalism,True,3366,0,Qwen3ForCausalLM,32.0,0.73,12.1,5.6,0.357,58.0,98.0,0.88,0.445,0.362,1.41,0.591,0.136,63.2,7446.0,116.5,22.67,2.2,2.7
+KaraKaraWitch/BlenderCartel-llama33-70B-Pt1,https://huggingface.co/KaraKaraWitch/BlenderCartel-llama33-70B-Pt1,11/27/2025,12/6/2025,llama-3,70.0,70.0,70.0,TRUE,TRUE,FALSE,42.82,42.58,2.4,3.8,3.8,7.0,7.0,7.0,32.81,43.95,31.72,22.77,34.02,0.258,0.1951,0.1389,0.2709,0.2757,-18.1%,62.3%,47.0%,43.0%,64.0%,42.1%,63.3%,46.5%,44.4%,34.4%,34.4%,45.6%,46.0%,37.3%,61.0%,65.6%,65.2%,Liberalism,False,0,0,LlamaForCausalLM,43.7,0.93,13.3,6.1,0.35,22.0,76.0,0.907,0.5,0.275,1.42,0.529,0.278,50.9,6430.0,156.2,22.88,8.5,7.8
+amazon/nova-2-lite-v1 (reasoning=disabled),,12/2/2025,12/6/2025,,,,,FALSE,FALSE,TRUE,23.5,9.31,0.0,1.0,1.3,1.2,1.0,1.5,18.21,27.14,10.69,16.79,8.32,0.1632,0.2028,0.1524,0.0758,0.2454,-21.9%,67.8%,52.7%,46.9%,57.6%,36.2%,58.5%,52.9%,32.9%,39.6%,24.0%,46.0%,52.1%,42.7%,49.4%,57.7%,65.6%,Liberalism,False,0,0,,38.4,0.86,12.4,5.8,0.347,46.0,70.0,0.888,0.5,0.333,1.433,0.405,0.207,67.9,6226.0,150.6,27.07,2.6,4.9
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