Upload ugi-leaderboard-data.csv

ugi-leaderboard-data.csv

@@ -13,11 +13,13 @@ Release Date,Date Added,#P,Active Params,Total Params,Model,Link,UGI 🏆,W/10
 8/1/2024,8/6/2024,,NA,NA,Gemini 1.5 Pro Experimental 0801,,50.71,5,8.077789572,60.8,35.6,44.6,56.8,55.7,0.499,0.403,0.65,5.56,8.66,1.72,0.143,2.07,0.07,0.81
 5/7/2024,,70,70.0,70.0,failspy/llama-3-70B-Instruct-abliterated,https://huggingface.co/failspy/llama-3-70B-Instruct-abliterated,49.81,7.272727273,5.205469294,52.5,58.3,42.2,45.4,50.7,0.230,0.396,0.20,5.96,9.06,1.52,0.120,2.20,0.04,0.89
 3/26/2024,,16x12B,36.0,132.0,databricks/dbrx-base,https://huggingface.co/databricks/dbrx-base,49.00,8.181818182,5.621592772,62.5,52.2,42.1,40.8,47.3,0.044,0.310,0.00,17.68,5.59,4.10,0.000,2.80,NA,0.00
+9/26/2024,9/28/2024,22,22.0,22.0,ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1,https://huggingface.co/ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1,47.59,9.090909091,4.291551972,57.5,21.5,53.7,44.9,60.3,0.217,0.342,0.10,6.46,7.75,1.65,0.120,1.87,-0.09,0.81
 6/7/2024,,70,70.0,70.0,crestf411/L3-70B-sunfall-abliterated-v0.2,https://huggingface.co/crestf411/L3-70B-sunfall-abliterated-v0.2,47.35,7.272727273,4.376974533,78.3,40.5,36.7,27.6,53.7,0.175,0.266,0.20,9.07,7.88,1.61,0.099,2.47,0.04,1.02
 8/13/2024,9/3/2024,,NA,NA,Grok-2 (beta),,47.25,3.636363636,5,57.5,55.0,36.3,35.2,52.3,0.304,0.519,0.25,6.49,8.18,1.97,0.191,2.47,0.33,0.94
 2/18/2024,,70,70.0,70.0,cookinai/OrcaHermes-Mistral-70B-miqu,https://huggingface.co/cookinai/OrcaHermes-Mistral-70B-miqu,47.20,6.363636364,5.033999248,66.7,44.6,46.4,46.0,32.3,0.141,0.402,0.10,9.12,7.67,1.75,0.345,1.73,0.25,1.03
 9/9/2024,9/9/2024,12,12.0,12.0,TheDrummer/UnslopNemo-v2 (chatml),https://huggingface.co/TheDrummer/UnslopNemo-v2-GGUF,47.05,10,3.948403104,56.7,21.4,42.6,54.2,60.3,0.291,0.391,0.10,5.95,7.42,1.64,0.103,2.27,-0.04,1.12
 5/19/2024,,70,70.0,70.0,failspy/Llama-3-70B-Instruct-abliterated-v3,https://huggingface.co/failspy/Llama-3-70B-Instruct-abliterated-v3,46.85,9.090909091,3.302758609,45.8,38.2,45.6,47.2,57.3,0.133,0.342,0.05,6.84,8.49,1.68,0.226,1.80,0.11,0.91
+9/17/2024,9/28/2024,22,22.0,22.0,mistralai/Mistral-Small-Instruct-2409,https://huggingface.co/mistralai/Mistral-Small-Instruct-2409,46.61,6.363636364,5.748403104,83.3,21.5,48.4,42.8,37.0,0.204,0.263,0.20,6.12,8.06,1.96,0.027,2.27,-0.35,0.62
 8/21/2024,8/21/2024,72,72.0,72.0,anthracite-org/magnum-v2-72b,https://huggingface.co/anthracite-org/magnum-v2-72b,46.09,6.681818182,5.397996704,69.2,40.3,35.5,31.9,53.7,0.287,0.291,0.40,7.45,7.30,1.52,0.025,3.07,-0.23,1.34
 8/3/2024,8/13/2024,70,70.0,70.0,mlabonne/Llama-3.1-70B-Instruct-lorablated,https://huggingface.co/mlabonne/Llama-3.1-70B-Instruct-lorablated,46.00,5.909090909,4.627581611,64.2,43.1,35.1,44.5,43.3,0.167,0.345,0.15,7.37,9.58,1.62,0.267,1.80,0.20,0.87
 4/18/2024,,70,70.0,70.0,meta-llama/Meta-Llama-3-70B,https://huggingface.co/meta-llama/Meta-Llama-3-70B,45.97,8.181818182,4.835978183,46.7,53.8,42.1,40.0,47.2,0.208,0.400,0.15,9.74,6.89,1.74,0.000,NA,NA,NA
@@ -34,6 +36,7 @@ Release Date,Date Added,#P,Active Params,Total Params,Model,Link,UGI 🏆,W/10
 5/6/2024,,70,70.0,70.0,migtissera/Tess-2.0-Llama-3-70B-v0.2,https://huggingface.co/migtissera/Tess-2.0-Llama-3-70B-v0.2,44.72,5.454545455,6.931505871,62.1,43.8,54.2,28.9,34.7,0.305,0.367,0.35,7.86,8.02,1.44,0.024,3.33,-0.03,3.06
 2/15/2024,,8x7B,12.9,46.7,rhplus0831/maid-yuzu-v8,https://huggingface.co/rhplus0831/maid-yuzu-v8,44.53,6.363636364,5.573773561,45.8,51.5,36.3,47.7,41.3,0.238,0.360,0.30,7.67,8.69,1.55,0.052,2.07,-0.26,0.70
 4/25/2024,,70,70.0,70.0,maywell/miqu-evil-dpo,https://huggingface.co/maywell/miqu-evil-dpo,44.50,7.272727273,3.910307866,65.0,36.0,56.8,37.7,27.0,0.102,0.342,0.05,7.70,6.56,1.83,0.671,1.40,0.47,1.89
+9/24/2024,9/28/2024,,NA,NA,Gemini 1.5 Pro 002,,44.39,4.545454545,6.133454587,73.3,42.3,28.4,37.3,40.7,0.630,0.555,0.60,5.23,8.76,1.95,0.143,2.07,0.07,0.81
 4/17/2024,,8x22B,39.0,141.0,mistralai/Mixtral-8x22B-v0.1,https://huggingface.co/mistralai/Mixtral-8x22B-v0.1,44.22,9.090909091,4.302164401,70.0,38.4,44.1,31.7,37.0,0.119,0.222,0.15,10.48,7.79,1.81,0.020,2.73,-0.40,1.09
 9/2/2024,9/2/2024,32,32.0,32.0,TheDrummer/Star-Command-R-32B-v1,https://huggingface.co/TheDrummer/Star-Command-R-32B-v1,44.19,8.181818182,3.959242023,56.7,16.9,38.3,42.1,67.0,0.218,0.238,0.20,8.14,8.47,1.21,0.020,3.07,-0.29,1.30
 7/31/2024,8/6/2024,12,12.0,12.0,nothingiisreal/MN-12B-Celeste-V1.9,https://huggingface.co/nothingiisreal/MN-12B-Celeste-V1.9,44.03,7.454545455,3.907307058,59.2,19.8,37.6,43.3,60.3,0.106,0.232,0.05,7.01,6.49,1.84,0.110,2.13,-0.08,1.09
@@ -50,6 +53,7 @@ Release Date,Date Added,#P,Active Params,Total Params,Model,Link,UGI 🏆,W/10
 3/30/2024,,70,70.0,70.0,Undi95/Miqu-MS-70B,https://huggingface.co/Undi95/Miqu-MS-70B,42.38,2.727272727,4.847603769,47.5,59.0,32.6,38.5,34.3,0.160,0.325,0.15,8.08,7.49,1.67,0.167,2.07,0.05,1.28
 7/18/2023,,70,70.0,70.0,meta-llama/Llama-2-70b,https://huggingface.co/meta-llama/Llama-2-70b,42.35,9.090909091,4.054480118,65.8,30.9,42.6,29.4,43.0,0.049,0.226,0.05,11.01,8.63,1.89,0.162,2.27,0.12,1.83
 5/16/2024,,70,70.0,70.0,ddh0/MiquSuperdark-70B-v2,https://huggingface.co/ddh0/MiquSuperdark-70B-v2,42.29,5.454545455,4.738761153,46.7,37.3,44.6,46.8,36.0,0.262,0.284,0.30,8.09,8.12,1.50,0.132,2.00,-0.07,1.15
+9/18/2024,9/28/2024,22,22.0,22.0,TheDrummer/Cydonia-22B-v1,https://huggingface.co/TheDrummer/Cydonia-22B-v1,42.16,7.272727273,4.21780106,70.0,21.8,36.8,28.5,53.7,0.229,0.255,0.25,5.28,6.69,1.57,0.104,1.87,-0.16,0.82
 9/13/2023,,70,70.0,70.0,jondurbin/spicyboros-70b-2.2,https://huggingface.co/jondurbin/spicyboros-70b-2.2,41.93,7.272727273,4.754926105,56.7,31.8,54.9,42.3,24.0,0.231,0.470,0.05,6.47,8.27,1.53,0.254,1.87,0.13,1.25
 5/28/2024,,70,70.0,70.0,failspy/Meta-Llama-3-70B-Instruct-abliterated-v3.5,https://huggingface.co/failspy/Meta-Llama-3-70B-Instruct-abliterated-v3.5,41.89,5.909090909,4.778949085,57.5,45.5,45.3,32.5,28.7,0.115,0.299,0.05,6.87,9.15,1.81,0.000,NA,NA,NA
 6/5/2024,,70,70.0,70.0,bosonai/Higgs-Llama-3-70B,https://huggingface.co/bosonai/Higgs-Llama-3-70B,41.72,1.818181818,5.752380952,55.8,61.9,33.7,28.4,28.7,0.336,0.509,0.20,6.77,9.36,1.50,0.157,2.73,0.26,1.53
@@ -178,6 +182,7 @@ Release Date,Date Added,#P,Active Params,Total Params,Model,Link,UGI 🏆,W/10
 4/30/2024,,8,8.0,8.0,NousResearch/Hermes-2-Pro-Llama-3-8B,https://huggingface.co/NousResearch/Hermes-2-Pro-Llama-3-8B,31.67,6.363636364,1.057264111,29.2,32.5,16.5,40.8,39.3,0.066,0.198,0.00,11.21,10.02,1.72,0.037,2.73,-0.25,1.45
 7/18/2024,7/24/2024,236,236.0,236.0,deepseek-ai/DeepSeek-V2-Chat-0628,https://huggingface.co/deepseek-ai/DeepSeek-V2-Chat-0628,31.66,3.636363636,4.407696347,44.2,39.1,31.6,23.0,20.3,0.158,0.273,0.15,6.79,8.84,1.69,0.041,2.20,-0.32,0.79
 5/23/2024,,35,35.0,35.0,CohereForAI/aya-23-35B,https://huggingface.co/CohereForAI/aya-23-35B,31.58,7.272727273,2.653165009,43.3,19.5,30.6,46.4,18.0,0.096,0.113,0.10,9.06,10.77,1.63,0.000,2.20,NA,0.00
+9/25/2024,9/28/2024,8,8.0,8.0,DreadPoor/Aurora_faustus-8B-LINEAR,https://huggingface.co/DreadPoor/Aurora_faustus-8B-LINEAR,31.58,4.545454545,3.342507243,39.2,25.6,17.5,43.3,32.3,0.213,0.313,0.10,7.80,8.10,1.34,0.075,2.60,0.04,0.88
 3/29/2024,9/10/2024,7,7.0,7.0,dreamgen/opus-v1.2-7b,https://huggingface.co/dreamgen/opus-v1.2-7b,31.57,7.454545455,2.240640391,49.2,10.0,33.3,29.0,36.3,0.099,0.155,0.05,8.47,6.33,2.01,0.108,2.67,0.19,0.93
 6/19/2024,,8,8.0,8.0,v000000/L3-8B-UGI-DontPlanToEnd-test,https://huggingface.co/v000000/L3-8B-UGI-DontPlanToEnd-test,31.32,7.272727273,2.87213596,21.7,15.3,36.9,39.8,43.0,0.139,0.180,0.10,8.36,10.19,1.49,0.075,2.60,0.04,0.88
 8/6/2024,9/13/2024,12,12.0,12.0,inflatebot/guns-and-roses-r1,https://huggingface.co/inflatebot/guns-and-roses-r1,31.25,6.636363636,1.426339299,29.2,13.0,22.2,39.9,52.0,0.145,0.220,0.10,6.68,7.05,1.65,0.121,2.60,0.11,2.29
@@ -220,6 +225,7 @@ Release Date,Date Added,#P,Active Params,Total Params,Model,Link,UGI 🏆,W/10
 2/4/2024,,120,120.0,120.0,wolfram/miqu-1-120b,https://huggingface.co/wolfram/miqu-1-120b,28.29,2.727272727,2.723809524,44.2,16.4,33.3,29.0,18.7,0.299,0.295,0.30,6.46,8.04,1.35,0.053,2.80,-0.05,1.07
 8/3/2024,8/15/2024,8,8.0,8.0,Sao10K/L3.1-8B-Niitama-v1.1,https://huggingface.co/Sao10K/L3.1-8B-Niitama-v1.1,28.24,6.363636364,1.70264485,35.8,19.5,14.2,38.4,33.3,0.092,0.140,0.05,8.66,10.03,1.69,0.116,2.60,0.23,0.79
 8/4/2024,9/13/2024,8,8.0,8.0,inflatebot/L3-8B-Helium3,https://huggingface.co/inflatebot/L3-8B-Helium3,28.23,6.590909091,1.614445649,17.5,28.4,22.3,31.3,41.7,0.089,0.183,0.00,9.30,8.34,1.49,0.065,2.67,-0.04,1.09
+9/13/2024,9/28/2024,8,8.0,8.0,Nekochu/Luminia-8B-RP,https://huggingface.co/Nekochu/Luminia-8B-RP,28.18,7.272727273,1.32422963,40.8,12.1,26.6,28.1,33.3,0.102,0.167,0.00,5.88,6.80,1.77,0.064,2.73,-0.04,1.26
 8/27/2024,8/29/2024,12,12.0,12.0,Sao10K/MN-12B-Lyra-v3,https://huggingface.co/Sao10K/MN-12B-Lyra-v3,28.15,4.545454545,2.196313876,65.0,11.0,18.9,26.5,19.3,0.106,0.138,0.10,8.09,8.55,1.32,0.107,2.53,0.07,1.30
 6/21/2024,,8,8.0,8.0,Nitral-Archive/Hathor_Unstable-L3-8B-v0.3,https://huggingface.co/Nitral-Archive/Hathor_Unstable-L3-8B-v0.3,28.13,7.272727273,1.911622975,13.3,15.5,32.4,43.1,36.3,0.192,0.236,0.10,7.72,9.59,1.13,0.094,2.60,0.12,0.88
 4/20/2024,7/25/2024,8,8.0,8.0,Undi95/Llama-3-Unholy-8B,https://huggingface.co/Undi95/Llama-3-Unholy-8B,28.10,8.727272727,1.205469294,30.0,10.3,31.9,35.0,33.3,0.120,0.133,0.10,9.09,9.21,1.46,0.075,2.00,0.00,0.40
@@ -242,6 +248,7 @@ Release Date,Date Added,#P,Active Params,Total Params,Model,Link,UGI 🏆,W/10
 6/1/2024,,8,8.0,8.0,ChaoticNeutrals/Poppy_Porpoise-1.4-L3-8B,https://huggingface.co/ChaoticNeutrals/Poppy_Porpoise-1.4-L3-8B,26.82,6.363636364,1.757302792,30.8,10.0,29.3,27.6,36.3,0.158,0.131,0.20,9.76,8.26,1.92,0.063,2.67,0.00,0.88
 6/7/2024,,8,8.0,8.0,jeiku/Average_Normie_v3.69_8B,https://huggingface.co/jeiku/Average_Normie_v3.69_8B,26.82,6.363636364,1.768765832,23.3,10.0,30.1,37.3,33.3,0.121,0.187,0.00,9.11,8.37,1.92,0.094,2.60,0.12,0.88
 7/24/2024,7/29/2024,8,8.0,8.0,HiroseKoichi/Llama-3-8B-Stroganoff-2.0,https://huggingface.co/HiroseKoichi/Llama-3-8B-Stroganoff-2.0,26.73,6.363636364,1.731216279,13.3,24.7,21.7,40.6,33.3,0.173,0.202,0.10,7.30,7.26,1.44,0.043,2.07,-0.20,0.44
+9/16/2024,9/28/2024,12,12.0,12.0,inflatebot/MN-12B-Mag-Mell-R1,https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1,26.71,6.363636364,0.85968801,35.8,5.0,32.1,29.6,31.0,0.264,0.226,0.25,4.88,8.05,1.64,0.174,2.13,0.09,1.26
 6/5/2024,,15,15.0,15.0,Steelskull/L3-Aethora-15B,https://huggingface.co/Steelskull/L3-Aethora-15B,26.69,7.272727273,1.628692683,25.0,15.0,23.1,37.0,33.3,0.146,0.221,0.05,8.32,8.29,1.36,0.101,2.87,0.22,1.05
 8/21/2024,8/21/2024,2,2.0,2.0,BeaverAI/Gemmasutra-Mini-2B-v2aa,https://huggingface.co/BeaverAI/Gemmasutra-Mini-2B-v2aa-GGUF,26.65,6.363636364,0.329355485,33.3,0.0,39.7,29.2,31.0,0.191,0.231,0.15,7.52,8.84,1.28,0.444,1.67,0.37,1.53
 11/26/2023,9/4/2024,7,7.0,7.0,maywell/PiVoT-0.1-Evil-a,https://huggingface.co/maywell/PiVoT-0.1-Evil-a,26.63,8.181818182,0.948403104,48.3,0.4,34.5,46.9,3.0,0.108,0.093,0.10,9.59,9.30,1.52,0.038,2.47,-0.27,0.95
@@ -271,6 +278,7 @@ Release Date,Date Added,#P,Active Params,Total Params,Model,Link,UGI 🏆,W/10
 7/26/2024,8/24/2024,8,8.0,8.0,Orenguteng/Llama-3.1-8B-Lexi-Uncensored,https://huggingface.co/Orenguteng/Llama-3.1-8B-Lexi-Uncensored,24.82,5.454545455,2.492640592,15.8,15.3,32.9,40.4,19.7,0.039,0.137,0.00,8.55,7.24,2.81,0.114,2.33,0.00,1.21
 6/15/2024,,8,8.0,8.0,tannedbum/L3-Nymeria-8B,https://huggingface.co/tannedbum/L3-Nymeria-8B,24.61,5.454545455,1.662688819,10.0,22.9,17.8,39.0,33.3,0.160,0.187,0.10,7.00,10.33,1.29,0.063,2.67,0.00,0.88
 7/28/2024,7/31/2024,9,9.0,9.0,grimjim/Gemma2-Nephilim-v3-9B,https://huggingface.co/grimjim/Gemma2-Nephilim-v3-9B,23.63,3.636363636,1.666666667,54.2,20.0,13.7,27.3,3.0,0.132,0.207,0.10,7.42,10.92,1.83,0.173,1.80,0.04,0.75
+9/10/2024,9/28/2024,9,9.0,9.0,ifable/gemma-2-Ifable-9B,https://huggingface.co/ifable/gemma-2-Ifable-9B,23.51,3.636363636,1.710307866,54.2,25.0,10.3,25.1,3.0,0.037,0.130,0.05,6.87,12.67,2.10,0.036,2.60,-0.19,0.81
 8/6/2024,8/20/2024,32,32.0,32.0,anthracite-org/magnum-v2-32b,https://huggingface.co/anthracite-org/magnum-v2-32b,23.45,1.363636364,3.636091942,35.0,20.3,22.4,22.2,17.3,0.083,0.208,0.05,10.08,8.34,1.34,0.172,2.47,0.25,1.12
 5/13/2024,,,NA,NA,gpt-4o-2024-05-13,,23.39,0.909090909,2.371428571,0.0,70.3,28.2,18.4,0.0,0.759,0.655,0.85,6.43,8.90,1.72,0.593,1.53,0.50,0.98
 4/24/2024,8/10/2024,11,11.0,11.0,TheDrummer/Moistral-11B-v3,https://huggingface.co/TheDrummer/Moistral-11B-v3,23.32,6.818181818,0.619467725,43.3,5.0,22.3,34.6,11.3,0.166,0.148,0.10,7.99,8.71,1.52,0.016,2.53,-0.36,0.57
@@ -295,7 +303,6 @@ Release Date,Date Added,#P,Active Params,Total Params,Model,Link,UGI 🏆,W/10
 6/17/2024,,8,8.0,8.0,Cas-Warehouse/Llama-3-Mopeyfied-Psychology-8B,https://huggingface.co/Cas-Warehouse/Llama-3-Mopeyfied-Psychology-8B,22.13,4.545454545,2.064663371,13.3,10.3,15.7,23.7,47.7,0.169,0.184,0.15,7.97,6.91,1.62,0.093,2.40,0.07,0.77
 5/2/2024,,8,8.0,8.0,Nitral-AI/Poppy_Porpoise-0.72-L3-8B,https://huggingface.co/Nitral-AI/Poppy_Porpoise-0.72-L3-8B,22.11,5.454545455,1.292575356,17.5,15.5,22.3,21.9,33.3,0.138,0.190,0.05,7.63,8.36,1.62,0.065,2.73,0.02,0.94
 7/17/2024,7/30/2024,9,9.0,9.0,princeton-nlp/gemma-2-9b-it-SimPO,https://huggingface.co/princeton-nlp/gemma-2-9b-it-SimPO,22.06,2.727272727,1.653165009,41.7,24.0,10.3,31.4,3.0,0.194,0.284,0.05,6.25,10.90,1.86,0.036,2.60,-0.19,0.81
-9/19/2024,9/22/2024,14,14.0,14.0,SicariusSicariiStuff/Qwen2.5-14B_Uncensored_Instruct,https://huggingface.co/SicariusSicariiStuff/Qwen2.5-14B_Uncensored_Instruct,21.97,5.454545455,1.566826601,35.0,0.4,44.6,18.5,11.3,0.080,0.117,0.00,7.43,10.79,1.18,0.042,3.13,0.02,2.75
 3/4/2024,,103,103.0,103.0,sophosympatheia/Midnight-Miqu-103B-v1.0,https://huggingface.co/sophosympatheia/Midnight-Miqu-103B-v1.0,21.87,1.818181818,2.792292433,23.3,15.3,11.3,32.5,27.0,0.222,0.286,0.10,6.69,8.43,1.47,0.000,NA,NA,NA
 6/20/2024,,,NA,NA,claude-3-5-sonnet-20240620,,21.72,0.909090909,2.085714286,0.0,29.2,31.8,22.6,25.0,0.765,0.603,0.65,5.43,8.84,1.69,0.450,1.67,0.53,0.61
 8/10/2023,9/8/2024,13,13.0,13.0,Gryphe/MythoMax-L2-13b,https://huggingface.co/Gryphe/MythoMax-L2-13b,21.67,5.454545455,0.729278817,31.7,15.5,25.6,35.6,0.0,0.159,0.134,0.15,9.82,8.30,1.56,0.000,NA,NA,NA
@@ -353,3 +360,4 @@ Release Date,Date Added,#P,Active Params,Total Params,Model,Link,UGI 🏆,W/10
 8/20/2024,8/21/2024,3.8,3.8,3.8,microsoft/Phi-3.5-mini-instruct,https://huggingface.co/microsoft/Phi-3.5-mini-instruct,7.48,1.363636364,0.407696347,5.0,0.0,3.6,22.1,6.7,0.061,0.039,0.05,10.27,11.79,0.78,0.019,2.07,-0.54,0.68
 7/16/2024,8/2/2024,2,2.0,2.0,google/gemma-2-2b-it,https://huggingface.co/google/gemma-2-2b-it,4.48,0,0.476190476,0.0,0.0,1.1,12.9,8.3,0.124,0.123,0.05,5.82,8.19,1.92,0.044,2.60,-0.17,0.97
 2/21/2024,7/24/2024,7,7.0,7.0,google/gemma-7b-it,https://huggingface.co/google/gemma-7b-it,2.31,0,0,5.0,0.8,0.0,5.7,0.0,0.019,0.019,0.00,15.06,10.13,0.84,0.000,NA,NA,NA
+9/19/2024,9/22/2024,14,14.0,14.0,SicariusSicariiStuff/Qwen2.5-14B_Uncensored_Instruct,https://huggingface.co/SicariusSicariiStuff/Qwen2.5-14B_Uncensored_Instruct,21.97,5.454545455,1.566826601,35.0,0.4,44.6,18.5,11.3,0.080,0.117,0.00,7.43,10.79,1.18,0.042,3.13,0.02,2.75