Model Name,arc:challenge|25,hellaswag|10,MMLU_average,MMLU_abstract_algebra,MMLU_anatomy,MMLU_astronomy,MMLU_business_ethics,MMLU_clinical_knowledge,MMLU_college_biology,MMLU_college_chemistry,MMLU_college_computer_science,MMLU_college_mathematics,MMLU_college_medicine,MMLU_college_physics,MMLU_computer_security,MMLU_conceptual_physics,MMLU_econometrics,MMLU_electrical_engineering,MMLU_elementary_mathematics,MMLU_formal_logic,MMLU_global_facts,MMLU_high_school_biology,MMLU_high_school_chemistry,MMLU_high_school_computer_science,MMLU_high_school_european_history,MMLU_high_school_geography,MMLU_high_school_government_and_politics,MMLU_high_school_macroeconomics,MMLU_high_school_mathematics,MMLU_high_school_microeconomics,MMLU_high_school_physics,MMLU_high_school_psychology,MMLU_high_school_statistics,MMLU_high_school_us_history,MMLU_high_school_world_history,MMLU_human_aging,MMLU_human_sexuality,MMLU_international_law,MMLU_jurisprudence,MMLU_logical_fallacies,MMLU_machine_learning,MMLU_management,MMLU_marketing,MMLU_medical_genetics,MMLU_miscellaneous,MMLU_moral_disputes,MMLU_moral_scenarios,MMLU_nutrition,MMLU_philosophy,MMLU_prehistory,MMLU_professional_accounting,MMLU_professional_law,MMLU_professional_medicine,MMLU_professional_psychology,MMLU_public_relations,MMLU_security_studies,MMLU_sociology,MMLU_us_foreign_policy,MMLU_virology,MMLU_world_religions
Llama-2-70b-hf,0.626279863481229,0.676060545708026,0.698320892128863,0.33,0.62962962962963,0.80921052631579,0.72,0.716981132075472,0.847222222222222,0.51,0.6,0.37,0.641618497109827,0.372549019607843,0.77,0.663829787234043,0.447368421052632,0.655172413793103,0.433862433862434,0.476190476190476,0.46,0.819354838709677,0.512315270935961,0.79,0.83030303030303,0.878787878787879,0.94300518134715,0.741025641025641,0.355555555555556,0.764705882352941,0.43046357615894,0.873394495412844,0.634259259259259,0.897058823529412,0.877637130801688,0.802690582959641,0.877862595419847,0.87603305785124,0.833333333333333,0.803680981595092,0.535714285714286,0.83495145631068,0.905982905982906,0.74,0.862068965517241,0.777456647398844,0.454748603351955,0.781045751633987,0.787781350482315,0.83641975308642,0.567375886524823,0.531942633637549,0.75,0.756535947712418,0.690909090909091,0.791836734693878,0.900497512437811,0.92,0.530120481927711,0.853801169590643
FreeWilly2,0.659556313993174,0.674467237602071,0.687948867233534,0.31,0.62962962962963,0.789473684210526,0.75,0.758490566037736,0.791666666666667,0.46,0.54,0.44,0.653179190751445,0.392156862745098,0.75,0.651063829787234,0.464912280701754,0.627586206896552,0.439153439153439,0.5,0.43,0.832258064516129,0.502463054187192,0.75,0.842424242424242,0.873737373737374,0.927461139896373,0.707692307692308,0.32962962962963,0.810924369747899,0.423841059602649,0.888073394495413,0.569444444444444,0.887254901960784,0.860759493670886,0.780269058295964,0.847328244274809,0.834710743801653,0.824074074074074,0.797546012269939,0.464285714285714,0.825242718446602,0.893162393162393,0.67,0.860791826309068,0.774566473988439,0.607821229050279,0.77124183006536,0.755627009646302,0.796296296296296,0.517730496453901,0.546284224250326,0.709558823529412,0.746732026143791,0.681818181818182,0.755102040816327,0.895522388059702,0.89,0.536144578313253,0.847953216374269
FreeWilly1-Delta-SafeTensor,0.645904436860068,0.669786895040829,0.648294391054517,0.31,0.57037037037037,0.723684210526316,0.63,0.686792452830189,0.722222222222222,0.48,0.51,0.32,0.589595375722543,0.372549019607843,0.73,0.6,0.43859649122807,0.6,0.420634920634921,0.468253968253968,0.42,0.767741935483871,0.408866995073892,0.71,0.818181818181818,0.848484848484849,0.896373056994819,0.664102564102564,0.27037037037037,0.69327731092437,0.417218543046358,0.836697247706422,0.541666666666667,0.852941176470588,0.852320675105485,0.68609865470852,0.801526717557252,0.818181818181818,0.787037037037037,0.779141104294479,0.473214285714286,0.796116504854369,0.888888888888889,0.65,0.818646232439336,0.757225433526012,0.479329608938548,0.702614379084967,0.729903536977492,0.722222222222222,0.50354609929078,0.496088657105606,0.636029411764706,0.697712418300654,0.727272727272727,0.746938775510204,0.875621890547264,0.86,0.518072289156627,0.830409356725146
Platypus-30B,0.612627986348123,0.636227843059152,0.641938865152788,0.32,0.540740740740741,0.697368421052632,0.64,0.641509433962264,0.722222222222222,0.48,0.52,0.34,0.572254335260116,0.382352941176471,0.73,0.570212765957447,0.359649122807018,0.593103448275862,0.420634920634921,0.444444444444444,0.35,0.751612903225806,0.497536945812808,0.72,0.8,0.823232323232323,0.886010362694301,0.633333333333333,0.351851851851852,0.710084033613445,0.344370860927152,0.84954128440367,0.523148148148148,0.857843137254902,0.843881856540084,0.717488789237668,0.725190839694657,0.834710743801653,0.75,0.748466257668712,0.517857142857143,0.796116504854369,0.876068376068376,0.7,0.800766283524904,0.722543352601156,0.489385474860335,0.699346405228758,0.729903536977492,0.746913580246914,0.51063829787234,0.527379400260756,0.595588235294118,0.69281045751634,0.663636363636364,0.771428571428572,0.825870646766169,0.9,0.536144578313253,0.795321637426901
llama-65b,0.593856655290102,0.66530571599283,0.639306417639502,0.3,0.577777777777778,0.717105263157895,0.6,0.660377358490566,0.701388888888889,0.49,0.46,0.36,0.554913294797688,0.382352941176471,0.79,0.582978723404255,0.37719298245614,0.558620689655172,0.404761904761905,0.436507936507937,0.38,0.748387096774194,0.413793103448276,0.68,0.787878787878788,0.803030303030303,0.880829015544042,0.661538461538462,0.340740740740741,0.680672268907563,0.377483443708609,0.829357798165138,0.606481481481482,0.838235294117647,0.839662447257384,0.663677130044843,0.770992366412214,0.818181818181818,0.759259259259259,0.779141104294479,0.491071428571429,0.825242718446602,0.876068376068376,0.68,0.816091954022989,0.736994219653179,0.480446927374302,0.683006535947712,0.726688102893891,0.746913580246914,0.49290780141844,0.495436766623207,0.621323529411765,0.665032679738562,0.745454545454546,0.714285714285714,0.800995024875622,0.88,0.542168674698795,0.807017543859649
llama-65b,0.593856655290102,0.66530571599283,0.639306417639502,0.3,0.577777777777778,0.717105263157895,0.6,0.660377358490566,0.701388888888889,0.49,0.46,0.36,0.554913294797688,0.382352941176471,0.79,0.582978723404255,0.37719298245614,0.558620689655172,0.404761904761905,0.436507936507937,0.38,0.748387096774194,0.413793103448276,0.68,0.787878787878788,0.803030303030303,0.880829015544042,0.661538461538462,0.340740740740741,0.680672268907563,0.377483443708609,0.829357798165138,0.606481481481482,0.838235294117647,0.839662447257384,0.663677130044843,0.770992366412214,0.818181818181818,0.759259259259259,0.779141104294479,0.491071428571429,0.825242718446602,0.876068376068376,0.68,0.816091954022989,0.736994219653179,0.480446927374302,0.683006535947712,0.726688102893891,0.746913580246914,0.49290780141844,0.495436766623207,0.621323529411765,0.665032679738562,0.745454545454546,0.714285714285714,0.800995024875622,0.88,0.542168674698795,0.807017543859649
Llama-2-70b-chat-hf,0.604948805460751,0.66938856801434,0.639070195281629,0.35,0.518518518518519,0.730263157894737,0.65,0.637735849056604,0.75,0.48,0.59,0.34,0.601156069364162,0.333333333333333,0.71,0.582978723404255,0.412280701754386,0.579310344827586,0.41005291005291,0.412698412698413,0.43,0.764516129032258,0.463054187192118,0.65,0.818181818181818,0.808080808080808,0.89119170984456,0.641025641025641,0.3,0.659663865546219,0.423841059602649,0.838532110091743,0.481481481481481,0.857843137254902,0.843881856540084,0.726457399103139,0.709923664122137,0.801652892561984,0.824074074074074,0.760736196319019,0.482142857142857,0.805825242718447,0.871794871794872,0.65,0.827586206896552,0.716763005780347,0.395530726256983,0.699346405228758,0.704180064308682,0.709876543209877,0.50709219858156,0.477183833116037,0.577205882352941,0.669934640522876,0.690909090909091,0.787755102040816,0.870646766169154,0.87,0.512048192771084,0.818713450292398
GPlatty-30B,0.636518771331058,0.650169288986258,0.634890646238345,0.31,0.540740740740741,0.677631578947369,0.64,0.656603773584906,0.694444444444444,0.45,0.52,0.36,0.554913294797688,0.362745098039216,0.72,0.548936170212766,0.342105263157895,0.579310344827586,0.396825396825397,0.420634920634921,0.36,0.748387096774194,0.477832512315271,0.69,0.793939393939394,0.818181818181818,0.875647668393782,0.633333333333333,0.318518518518519,0.697478991596639,0.344370860927152,0.84954128440367,0.523148148148148,0.857843137254902,0.852320675105485,0.721973094170404,0.694656488549618,0.818181818181818,0.740740740740741,0.754601226993865,0.508928571428571,0.815533980582524,0.876068376068376,0.7,0.796934865900383,0.702312138728324,0.483798882681564,0.676470588235294,0.729903536977492,0.746913580246914,0.51063829787234,0.515645371577575,0.588235294117647,0.676470588235294,0.645454545454546,0.775510204081633,0.830845771144279,0.92,0.548192771084337,0.795321637426901
GPlatty-30B,0.636518771331058,0.650169288986258,0.634890646238345,0.31,0.540740740740741,0.677631578947369,0.64,0.656603773584906,0.694444444444444,0.45,0.52,0.36,0.554913294797688,0.362745098039216,0.72,0.548936170212766,0.342105263157895,0.579310344827586,0.396825396825397,0.420634920634921,0.36,0.748387096774194,0.477832512315271,0.69,0.793939393939394,0.818181818181818,0.875647668393782,0.633333333333333,0.318518518518519,0.697478991596639,0.344370860927152,0.84954128440367,0.523148148148148,0.857843137254902,0.852320675105485,0.721973094170404,0.694656488549618,0.818181818181818,0.740740740740741,0.754601226993865,0.508928571428571,0.815533980582524,0.876068376068376,0.7,0.796934865900383,0.702312138728324,0.483798882681564,0.676470588235294,0.729903536977492,0.746913580246914,0.51063829787234,0.515645371577575,0.588235294117647,0.676470588235294,0.645454545454546,0.775510204081633,0.830845771144279,0.92,0.548192771084337,0.795321637426901
llama-65b,0.579351535836178,0.658334993029277,0.634340541513276,0.29,0.607407407407407,0.697368421052632,0.61,0.660377358490566,0.652777777777778,0.48,0.46,0.37,0.53757225433526,0.313725490196078,0.78,0.578723404255319,0.368421052631579,0.572413793103448,0.362433862433862,0.436507936507937,0.42,0.754838709677419,0.408866995073892,0.71,0.793939393939394,0.787878787878788,0.896373056994819,0.628205128205128,0.307407407407407,0.672268907563025,0.397350993377483,0.831192660550459,0.527777777777778,0.833333333333333,0.839662447257384,0.681614349775785,0.809160305343512,0.809917355371901,0.731481481481482,0.773006134969325,0.482142857142857,0.815533980582524,0.854700854700855,0.69,0.813537675606641,0.745664739884393,0.480446927374302,0.689542483660131,0.736334405144695,0.753086419753086,0.49645390070922,0.495436766623207,0.595588235294118,0.661764705882353,0.718181818181818,0.738775510204082,0.830845771144279,0.86,0.512048192771084,0.795321637426901
dromedary-65b-lora-HF,0.585324232081911,0.652758414658435,0.63077565885368,0.28,0.555555555555556,0.736842105263158,0.55,0.664150943396226,0.659722222222222,0.54,0.49,0.32,0.53757225433526,0.352941176470588,0.8,0.565957446808511,0.350877192982456,0.551724137931035,0.383597883597884,0.46031746031746,0.38,0.732258064516129,0.443349753694581,0.64,0.76969696969697,0.787878787878788,0.875647668393782,0.646153846153846,0.333333333333333,0.689075630252101,0.397350993377483,0.827522935779817,0.537037037037037,0.833333333333333,0.839662447257384,0.681614349775785,0.763358778625954,0.809917355371901,0.740740740740741,0.791411042944785,0.482142857142857,0.825242718446602,0.85042735042735,0.65,0.799489144316731,0.736994219653179,0.453631284916201,0.673202614379085,0.726688102893891,0.728395061728395,0.50354609929078,0.491525423728814,0.606617647058824,0.668300653594771,0.690909090909091,0.718367346938776,0.810945273631841,0.87,0.542168674698795,0.807017543859649
SuperPlatty-30B,0.623720136518771,0.63841864170484,0.62568701002782,0.31,0.533333333333333,0.690789473684211,0.62,0.637735849056604,0.701388888888889,0.47,0.5,0.37,0.526011560693642,0.382352941176471,0.71,0.553191489361702,0.385964912280702,0.586206896551724,0.412698412698413,0.444444444444444,0.4,0.741935483870968,0.497536945812808,0.65,0.775757575757576,0.838383838383838,0.886010362694301,0.648717948717949,0.311111111111111,0.69327731092437,0.350993377483444,0.83302752293578,0.49537037037037,0.808823529411765,0.843881856540084,0.68609865470852,0.725190839694657,0.818181818181818,0.703703703703704,0.748466257668712,0.446428571428571,0.786407766990291,0.88034188034188,0.67,0.79565772669221,0.708092485549133,0.349720670391061,0.683006535947712,0.707395498392283,0.731481481481482,0.482269503546099,0.500651890482399,0.584558823529412,0.660130718954248,0.645454545454546,0.730612244897959,0.81592039800995,0.87,0.530120481927711,0.795321637426901
llama-30b-instruct-2048,0.620307167235495,0.650965943039235,0.61898560884573,0.35,0.548148148148148,0.690789473684211,0.62,0.656603773584906,0.659722222222222,0.42,0.48,0.38,0.554913294797688,0.441176470588235,0.69,0.523404255319149,0.421052631578947,0.531034482758621,0.402116402116402,0.380952380952381,0.35,0.758064516129032,0.467980295566502,0.63,0.739393939393939,0.808080808080808,0.865284974093264,0.605128205128205,0.322222222222222,0.672268907563025,0.344370860927152,0.809174311926606,0.5,0.818627450980392,0.822784810126582,0.695067264573991,0.732824427480916,0.801652892561984,0.787037037037037,0.693251533742331,0.491071428571429,0.805825242718447,0.846153846153846,0.64,0.796934865900383,0.696531791907515,0.472625698324022,0.640522875816993,0.662379421221865,0.731481481481482,0.460992907801418,0.46870925684485,0.602941176470588,0.656862745098039,0.663636363636364,0.746938775510204,0.805970149253731,0.83,0.5,0.789473684210526
llama-30b-instruct,0.604948805460751,0.672276438956383,0.593678055695799,0.29,0.511111111111111,0.638157894736842,0.61,0.592452830188679,0.611111111111111,0.34,0.47,0.43,0.450867052023121,0.303921568627451,0.67,0.48936170212766,0.394736842105263,0.482758620689655,0.365079365079365,0.365079365079365,0.39,0.709677419354839,0.433497536945813,0.63,0.751515151515152,0.782828282828283,0.875647668393782,0.566666666666667,0.288888888888889,0.596638655462185,0.397350993377483,0.787155963302752,0.425925925925926,0.818627450980392,0.827004219409283,0.659192825112108,0.694656488549618,0.768595041322314,0.731481481481482,0.711656441717791,0.446428571428571,0.776699029126214,0.858974358974359,0.66,0.784163473818646,0.664739884393064,0.454748603351955,0.617647058823529,0.691318327974277,0.719135802469136,0.421985815602837,0.44393741851369,0.547794117647059,0.640522875816993,0.672727272727273,0.66530612244898,0.805970149253731,0.84,0.493975903614458,0.771929824561404
hippogriff-30b-chat,0.631399317406143,0.659430392352121,0.590882238544534,0.33,0.525925925925926,0.631578947368421,0.61,0.60377358490566,0.652777777777778,0.37,0.5,0.34,0.497109826589595,0.323529411764706,0.69,0.480851063829787,0.385964912280702,0.462068965517241,0.354497354497355,0.341269841269841,0.36,0.712903225806452,0.389162561576355,0.61,0.733333333333333,0.757575757575758,0.844559585492228,0.569230769230769,0.288888888888889,0.596638655462185,0.337748344370861,0.787155963302752,0.449074074074074,0.803921568627451,0.835443037974684,0.663677130044843,0.67175572519084,0.760330578512397,0.703703703703704,0.748466257668712,0.446428571428571,0.776699029126214,0.876068376068376,0.66,0.780332056194125,0.684971098265896,0.382122905027933,0.604575163398693,0.681672025723473,0.666666666666667,0.443262411347518,0.449152542372881,0.580882352941177,0.630718954248366,0.7,0.653061224489796,0.796019900497513,0.82,0.506024096385542,0.818713450292398
Alpacino30b,0.599829351535836,0.653754232224657,0.58478742138723,0.37,0.488888888888889,0.638157894736842,0.57,0.588679245283019,0.611111111111111,0.4,0.48,0.37,0.531791907514451,0.294117647058824,0.69,0.514893617021277,0.37719298245614,0.524137931034483,0.367724867724868,0.341269841269841,0.37,0.693548387096774,0.408866995073892,0.6,0.709090909090909,0.722222222222222,0.818652849740933,0.574358974358974,0.285185185185185,0.558823529411765,0.344370860927152,0.754128440366973,0.439814814814815,0.794117647058824,0.79746835443038,0.654708520179372,0.633587786259542,0.735537190082645,0.685185185185185,0.687116564417178,0.428571428571429,0.757281553398058,0.867521367521368,0.65,0.77522349936143,0.664739884393064,0.426815642458101,0.604575163398693,0.681672025723473,0.654320987654321,0.450354609929078,0.466101694915254,0.551470588235294,0.624183006535948,0.709090909090909,0.657142857142857,0.805970149253731,0.85,0.481927710843374,0.801169590643275
llama-30b,0.581058020477816,0.64479187412866,0.584695772487633,0.35,0.511111111111111,0.611842105263158,0.54,0.577358490566038,0.583333333333333,0.43,0.47,0.37,0.543352601156069,0.264705882352941,0.66,0.514893617021277,0.359649122807018,0.531034482758621,0.373015873015873,0.349206349206349,0.39,0.683870967741936,0.408866995073892,0.6,0.733333333333333,0.712121212121212,0.83419689119171,0.571794871794872,0.262962962962963,0.57563025210084,0.344370860927152,0.763302752293578,0.486111111111111,0.784313725490196,0.79746835443038,0.677130044843049,0.656488549618321,0.752066115702479,0.712962962962963,0.680981595092025,0.392857142857143,0.776699029126214,0.846153846153846,0.66,0.781609195402299,0.670520231213873,0.389944134078212,0.624183006535948,0.665594855305466,0.669753086419753,0.436170212765957,0.465449804432855,0.555147058823529,0.640522875816993,0.7,0.669387755102041,0.791044776119403,0.83,0.493975903614458,0.801169590643275
llama-30B-hf-openassitant,0.581058020477816,0.64479187412866,0.584695772487633,0.35,0.511111111111111,0.611842105263158,0.54,0.577358490566038,0.583333333333333,0.43,0.47,0.37,0.543352601156069,0.264705882352941,0.66,0.514893617021277,0.359649122807018,0.531034482758621,0.373015873015873,0.349206349206349,0.39,0.683870967741936,0.408866995073892,0.6,0.733333333333333,0.712121212121212,0.83419689119171,0.571794871794872,0.262962962962963,0.57563025210084,0.344370860927152,0.763302752293578,0.486111111111111,0.784313725490196,0.79746835443038,0.677130044843049,0.656488549618321,0.752066115702479,0.712962962962963,0.680981595092025,0.392857142857143,0.776699029126214,0.846153846153846,0.66,0.781609195402299,0.670520231213873,0.389944134078212,0.624183006535948,0.665594855305466,0.669753086419753,0.436170212765957,0.465449804432855,0.555147058823529,0.640522875816993,0.7,0.669387755102041,0.791044776119403,0.83,0.493975903614458,0.801169590643275
llama-30b,0.581058020477816,0.64479187412866,0.584695772487633,0.35,0.511111111111111,0.611842105263158,0.54,0.577358490566038,0.583333333333333,0.43,0.47,0.37,0.543352601156069,0.264705882352941,0.66,0.514893617021277,0.359649122807018,0.531034482758621,0.373015873015873,0.349206349206349,0.39,0.683870967741936,0.408866995073892,0.6,0.733333333333333,0.712121212121212,0.83419689119171,0.571794871794872,0.262962962962963,0.57563025210084,0.344370860927152,0.763302752293578,0.486111111111111,0.784313725490196,0.79746835443038,0.677130044843049,0.656488549618321,0.752066115702479,0.712962962962963,0.680981595092025,0.392857142857143,0.776699029126214,0.846153846153846,0.66,0.781609195402299,0.670520231213873,0.389944134078212,0.624183006535948,0.665594855305466,0.669753086419753,0.436170212765957,0.465449804432855,0.555147058823529,0.640522875816993,0.7,0.669387755102041,0.791044776119403,0.83,0.493975903614458,0.801169590643275
based-30b,0.612627986348123,0.664807807209719,0.582845824785339,0.36,0.525925925925926,0.618421052631579,0.54,0.573584905660377,0.576388888888889,0.43,0.48,0.4,0.53757225433526,0.294117647058824,0.72,0.523404255319149,0.324561403508772,0.503448275862069,0.35978835978836,0.365079365079365,0.35,0.683870967741936,0.408866995073892,0.63,0.751515151515152,0.717171717171717,0.813471502590674,0.576923076923077,0.244444444444444,0.558823529411765,0.370860927152318,0.765137614678899,0.444444444444444,0.774509803921569,0.80168776371308,0.663677130044843,0.633587786259542,0.752066115702479,0.648148148148148,0.693251533742331,0.428571428571429,0.786407766990291,0.837606837606838,0.69,0.771392081736909,0.638728323699422,0.417877094972067,0.61437908496732,0.672025723472669,0.657407407407407,0.436170212765957,0.441329856584094,0.555147058823529,0.625816993464052,0.690909090909091,0.63265306122449,0.786069651741294,0.83,0.487951807228916,0.807017543859649
Wizard-Vicuna-30B-Uncensored-fp16,0.598976109215017,0.638617805218084,0.582367623108102,0.33,0.533333333333333,0.598684210526316,0.6,0.615094339622642,0.604166666666667,0.4,0.46,0.39,0.531791907514451,0.294117647058824,0.65,0.502127659574468,0.315789473684211,0.510344827586207,0.343915343915344,0.317460317460317,0.4,0.651612903225807,0.399014778325123,0.61,0.721212121212121,0.762626262626263,0.808290155440415,0.571794871794872,0.266666666666667,0.613445378151261,0.324503311258278,0.781651376146789,0.444444444444444,0.759803921568627,0.789029535864979,0.641255605381166,0.679389312977099,0.752066115702479,0.694444444444444,0.699386503067485,0.482142857142857,0.786407766990291,0.85042735042735,0.64,0.763729246487867,0.658959537572254,0.414525139664805,0.630718954248366,0.688102893890675,0.669753086419753,0.457446808510638,0.457627118644068,0.569852941176471,0.604575163398693,0.645454545454546,0.6,0.786069651741294,0.82,0.518072289156627,0.783625730994152
Wizard-Vicuna-30B-Uncensored,0.598976109215017,0.638617805218084,0.582367623108102,0.33,0.533333333333333,0.598684210526316,0.6,0.615094339622642,0.604166666666667,0.4,0.46,0.39,0.531791907514451,0.294117647058824,0.65,0.502127659574468,0.315789473684211,0.510344827586207,0.343915343915344,0.317460317460317,0.4,0.651612903225807,0.399014778325123,0.61,0.721212121212121,0.762626262626263,0.808290155440415,0.571794871794872,0.266666666666667,0.613445378151261,0.324503311258278,0.781651376146789,0.444444444444444,0.759803921568627,0.789029535864979,0.641255605381166,0.679389312977099,0.752066115702479,0.694444444444444,0.699386503067485,0.482142857142857,0.786407766990291,0.85042735042735,0.64,0.763729246487867,0.658959537572254,0.414525139664805,0.630718954248366,0.688102893890675,0.669753086419753,0.457446808510638,0.457627118644068,0.569852941176471,0.604575163398693,0.645454545454546,0.6,0.786069651741294,0.82,0.518072289156627,0.783625730994152
Vicuzard-30B-Uncensored,0.599829351535836,0.644592710615415,0.581648200965706,0.33,0.488888888888889,0.572368421052632,0.6,0.630188679245283,0.604166666666667,0.4,0.51,0.37,0.531791907514451,0.294117647058824,0.67,0.502127659574468,0.333333333333333,0.510344827586207,0.351851851851852,0.333333333333333,0.4,0.658064516129032,0.369458128078818,0.59,0.709090909090909,0.737373737373737,0.813471502590674,0.553846153846154,0.274074074074074,0.617647058823529,0.344370860927152,0.776146788990826,0.425925925925926,0.779411764705882,0.80168776371308,0.690582959641256,0.618320610687023,0.752066115702479,0.722222222222222,0.717791411042945,0.473214285714286,0.786407766990291,0.858974358974359,0.64,0.763729246487867,0.647398843930636,0.398882681564246,0.617647058823529,0.688102893890675,0.641975308641975,0.450354609929078,0.459582790091265,0.573529411764706,0.602941176470588,0.645454545454546,0.636734693877551,0.781094527363184,0.85,0.481927710843374,0.771929824561404
OpenAssistant-SFT-7-Llama-30B-HF,0.57679180887372,0.619000199163513,0.579334952384029,0.31,0.459259259259259,0.585526315789474,0.54,0.60377358490566,0.631944444444444,0.42,0.45,0.34,0.514450867052023,0.352941176470588,0.63,0.514893617021277,0.368421052631579,0.468965517241379,0.338624338624339,0.333333333333333,0.42,0.716129032258065,0.41871921182266,0.55,0.709090909090909,0.752525252525253,0.829015544041451,0.592307692307692,0.259259259259259,0.630252100840336,0.317880794701987,0.790825688073395,0.49537037037037,0.799019607843137,0.780590717299578,0.677130044843049,0.67175572519084,0.793388429752066,0.657407407407407,0.687116564417178,0.392857142857143,0.766990291262136,0.858974358974359,0.64,0.762452107279694,0.65606936416185,0.42122905027933,0.620915032679739,0.627009646302251,0.66358024691358,0.414893617021277,0.434810951760104,0.606617647058824,0.616013071895425,0.627272727272727,0.640816326530612,0.776119402985075,0.82,0.481927710843374,0.783625730994152
oasst-rlhf-2-llama-30b-7k-steps-hf,0.588737201365188,0.641107349133639,0.578873741838128,0.41,0.481481481481481,0.585526315789474,0.57,0.611320754716981,0.611111111111111,0.51,0.46,0.4,0.554913294797688,0.411764705882353,0.59,0.463829787234043,0.394736842105263,0.441379310344828,0.314814814814815,0.325396825396825,0.4,0.661290322580645,0.408866995073892,0.61,0.703030303030303,0.717171717171717,0.808290155440415,0.574358974358974,0.325925925925926,0.592436974789916,0.350993377483444,0.774311926605505,0.49537037037037,0.774509803921569,0.776371308016878,0.672645739910314,0.656488549618321,0.776859504132231,0.666666666666667,0.668711656441718,0.410714285714286,0.728155339805825,0.867521367521368,0.63,0.739463601532567,0.647398843930636,0.401117318435754,0.601307189542484,0.646302250803859,0.632716049382716,0.421985815602837,0.432855280312907,0.610294117647059,0.588235294117647,0.609090909090909,0.616326530612245,0.786069651741294,0.78,0.512048192771084,0.783625730994152
GPT4-X-Alpasta-30b,0.601535836177474,0.637621987651862,0.577103799246452,0.36,0.481481481481481,0.585526315789474,0.55,0.592452830188679,0.645833333333333,0.44,0.51,0.37,0.508670520231214,0.323529411764706,0.58,0.493617021276596,0.342105263157895,0.482758620689655,0.367724867724868,0.301587301587302,0.38,0.667741935483871,0.408866995073892,0.64,0.703030303030303,0.727272727272727,0.818652849740933,0.551282051282051,0.292592592592593,0.630252100840336,0.317880794701987,0.776146788990826,0.467592592592593,0.779411764705882,0.789029535864979,0.677130044843049,0.66412213740458,0.752066115702479,0.657407407407407,0.662576687116564,0.410714285714286,0.757281553398058,0.854700854700855,0.64,0.757343550446999,0.644508670520231,0.427932960893855,0.601307189542484,0.659163987138264,0.641975308641975,0.432624113475177,0.426336375488918,0.580882352941177,0.601307189542484,0.581818181818182,0.640816326530612,0.756218905472637,0.85,0.542168674698795,0.789473684210526
VicUnlocked-alpaca-30b,0.58617747440273,0.635530770762796,0.576387812448288,0.39,0.525925925925926,0.578947368421053,0.59,0.566037735849057,0.659722222222222,0.42,0.47,0.3,0.520231213872832,0.362745098039216,0.7,0.468085106382979,0.350877192982456,0.455172413793103,0.354497354497355,0.293650793650794,0.36,0.670967741935484,0.408866995073892,0.58,0.733333333333333,0.722222222222222,0.829015544041451,0.553846153846154,0.288888888888889,0.53781512605042,0.344370860927152,0.754128440366973,0.462962962962963,0.754901960784314,0.810126582278481,0.641255605381166,0.648854961832061,0.735537190082645,0.666666666666667,0.680981595092025,0.446428571428571,0.757281553398058,0.841880341880342,0.65,0.776500638569604,0.650289017341041,0.391061452513966,0.630718954248366,0.67524115755627,0.654320987654321,0.443262411347518,0.451760104302477,0.507352941176471,0.624183006535948,0.672727272727273,0.636734693877551,0.786069651741294,0.82,0.469879518072289,0.777777777777778
alpaca-cleaned-llama-30b-bf16,0.580204778156997,0.638916550487951,0.575222957201032,0.33,0.481481481481481,0.651315789473684,0.61,0.59622641509434,0.604166666666667,0.39,0.47,0.35,0.485549132947977,0.352941176470588,0.68,0.45531914893617,0.368421052631579,0.510344827586207,0.37037037037037,0.341269841269841,0.37,0.716129032258065,0.438423645320197,0.53,0.690909090909091,0.737373737373737,0.808290155440415,0.558974358974359,0.266666666666667,0.554621848739496,0.344370860927152,0.754128440366973,0.462962962962963,0.78921568627451,0.784810126582278,0.62780269058296,0.641221374045802,0.727272727272727,0.722222222222222,0.680981595092025,0.366071428571429,0.737864077669903,0.824786324786325,0.63,0.752234993614304,0.664739884393064,0.394413407821229,0.607843137254902,0.678456591639871,0.685185185185185,0.460992907801418,0.429595827900913,0.566176470588235,0.586601307189543,0.663636363636364,0.604081632653061,0.751243781094527,0.84,0.518072289156627,0.771929824561404
manticore-30b-chat-pyg-alpha,0.614334470989761,0.650069707229636,0.574940648780596,0.32,0.511111111111111,0.611842105263158,0.6,0.581132075471698,0.597222222222222,0.4,0.46,0.35,0.485549132947977,0.362745098039216,0.64,0.446808510638298,0.333333333333333,0.468965517241379,0.333333333333333,0.404761904761905,0.34,0.696774193548387,0.369458128078818,0.55,0.696969696969697,0.742424242424242,0.829015544041451,0.594871794871795,0.292592592592593,0.584033613445378,0.344370860927152,0.763302752293578,0.449074074074074,0.764705882352941,0.789029535864979,0.659192825112108,0.587786259541985,0.735537190082645,0.685185185185185,0.687116564417178,0.464285714285714,0.747572815533981,0.854700854700855,0.64,0.771392081736909,0.627167630057804,0.43463687150838,0.61437908496732,0.688102893890675,0.641975308641975,0.414893617021277,0.435462842242503,0.588235294117647,0.620915032679739,0.645454545454546,0.661224489795918,0.796019900497513,0.81,0.445783132530121,0.801169590643275
falcon-40b,0.578498293515358,0.656044612626967,0.569797004978105,0.34,0.533333333333333,0.572368421052632,0.54,0.607547169811321,0.666666666666667,0.45,0.5,0.39,0.520231213872832,0.274509803921569,0.63,0.412765957446809,0.333333333333333,0.531034482758621,0.338624338624339,0.301587301587302,0.32,0.670967741935484,0.443349753694581,0.62,0.696969696969697,0.742424242424242,0.772020725388601,0.553846153846154,0.314814814814815,0.554621848739496,0.317880794701987,0.776146788990826,0.476851851851852,0.715686274509804,0.713080168776371,0.73542600896861,0.725190839694657,0.652892561983471,0.694444444444444,0.656441717791411,0.294642857142857,0.786407766990291,0.790598290598291,0.66,0.758620689655172,0.627167630057804,0.270391061452514,0.673202614379085,0.668810289389068,0.632716049382716,0.436170212765957,0.43155149934811,0.610294117647059,0.565359477124183,0.627272727272727,0.661224489795918,0.796019900497513,0.81,0.475903614457831,0.807017543859649
WizardLM-30B-Uncensored,0.583617747440273,0.638020314678351,0.567956790282814,0.28,0.474074074074074,0.546052631578947,0.6,0.611320754716981,0.604166666666667,0.4,0.45,0.37,0.508670520231214,0.303921568627451,0.65,0.502127659574468,0.298245614035088,0.462068965517241,0.333333333333333,0.333333333333333,0.39,0.658064516129032,0.369458128078818,0.56,0.703030303030303,0.712121212121212,0.808290155440415,0.541025641025641,0.259259259259259,0.609243697478992,0.33112582781457,0.774311926605505,0.439814814814815,0.779411764705882,0.789029535864979,0.632286995515695,0.610687022900763,0.71900826446281,0.694444444444444,0.699386503067485,0.482142857142857,0.747572815533981,0.854700854700855,0.63,0.759897828863346,0.624277456647399,0.341899441340782,0.57843137254902,0.672025723472669,0.632716049382716,0.439716312056738,0.443285528031291,0.566176470588235,0.602941176470588,0.672727272727273,0.653061224489796,0.771144278606965,0.84,0.469879518072289,0.783625730994152
GPT4-x-AlpacaDente2-30b,0.575085324232082,0.618303126867158,0.566262107699477,0.27,0.459259259259259,0.572368421052632,0.53,0.59622641509434,0.625,0.39,0.45,0.36,0.508670520231214,0.313725490196078,0.59,0.480851063829787,0.359649122807018,0.448275862068966,0.343915343915344,0.317460317460317,0.4,0.709677419354839,0.408866995073892,0.57,0.684848484848485,0.762626262626263,0.797927461139896,0.561538461538462,0.277777777777778,0.617647058823529,0.311258278145695,0.776146788990826,0.49537037037037,0.759803921568627,0.763713080168776,0.681614349775785,0.679389312977099,0.768595041322314,0.648148148148148,0.680981595092025,0.375,0.737864077669903,0.841880341880342,0.59,0.75095785440613,0.638728323699422,0.356424581005587,0.607843137254902,0.620578778135048,0.651234567901235,0.425531914893617,0.43155149934811,0.580882352941177,0.59640522875817,0.636363636363636,0.640816326530612,0.776119402985075,0.77,0.487951807228916,0.789473684210526
llama-30b-supercot,0.610068259385666,0.649870543716391,0.565601049888479,0.29,0.540740740740741,0.618421052631579,0.57,0.577358490566038,0.590277777777778,0.41,0.46,0.3,0.53757225433526,0.294117647058824,0.67,0.506382978723404,0.324561403508772,0.448275862068966,0.362433862433862,0.285714285714286,0.36,0.670967741935484,0.379310344827586,0.59,0.733333333333333,0.782828282828283,0.808290155440415,0.551282051282051,0.266666666666667,0.550420168067227,0.317880794701987,0.748623853211009,0.462962962962963,0.759803921568627,0.793248945147679,0.632286995515695,0.633587786259542,0.760330578512397,0.694444444444444,0.705521472392638,0.383928571428571,0.776699029126214,0.820512820512821,0.67,0.765006385696041,0.630057803468208,0.292737430167598,0.57516339869281,0.662379421221865,0.632716049382716,0.436170212765957,0.424380704041721,0.547794117647059,0.59640522875817,0.618181818181818,0.575510204081633,0.72636815920398,0.84,0.493975903614458,0.783625730994152
30B-Lazarus,0.62457337883959,0.641904003186616,0.564703498376885,0.3,0.525925925925926,0.598684210526316,0.57,0.588679245283019,0.618055555555556,0.4,0.49,0.31,0.479768786127168,0.313725490196078,0.67,0.472340425531915,0.342105263157895,0.482758620689655,0.378306878306878,0.349206349206349,0.38,0.670967741935484,0.399014778325123,0.62,0.709090909090909,0.772727272727273,0.813471502590674,0.541025641025641,0.262962962962963,0.588235294117647,0.337748344370861,0.743119266055046,0.462962962962963,0.764705882352941,0.776371308016878,0.654708520179372,0.618320610687023,0.743801652892562,0.703703703703704,0.687116564417178,0.375,0.718446601941748,0.824786324786325,0.65,0.770114942528736,0.601156069364162,0.288268156424581,0.545751633986928,0.665594855305466,0.638888888888889,0.432624113475177,0.423076923076923,0.555147058823529,0.59640522875817,0.618181818181818,0.575510204081633,0.741293532338308,0.81,0.463855421686747,0.754385964912281
GPT4-x-AlpacaDente-30b,0.598122866894198,0.633240390360486,0.561911728056958,0.37,0.511111111111111,0.572368421052632,0.56,0.573584905660377,0.604166666666667,0.41,0.49,0.34,0.508670520231214,0.343137254901961,0.61,0.476595744680851,0.324561403508772,0.441379310344828,0.335978835978836,0.301587301587302,0.37,0.645161290322581,0.403940886699507,0.64,0.709090909090909,0.681818181818182,0.787564766839378,0.530769230769231,0.303703703703704,0.579831932773109,0.317880794701987,0.755963302752294,0.439814814814815,0.754901960784314,0.763713080168776,0.668161434977579,0.625954198473283,0.760330578512397,0.657407407407407,0.650306748466258,0.446428571428571,0.699029126213592,0.846153846153846,0.61,0.745849297573436,0.635838150289017,0.334078212290503,0.594771241830065,0.633440514469453,0.635802469135803,0.429078014184397,0.421773142112125,0.555147058823529,0.568627450980392,0.572727272727273,0.620408163265306,0.741293532338308,0.8,0.512048192771084,0.807017543859649
llama-2-13b-code-alpaca,0.568259385665529,0.616610237004581,0.559262180953097,0.32,0.496296296296296,0.519736842105263,0.51,0.626415094339623,0.569444444444444,0.41,0.48,0.32,0.53757225433526,0.235294117647059,0.72,0.429787234042553,0.307017543859649,0.496551724137931,0.317460317460317,0.373015873015873,0.33,0.680645161290323,0.458128078817734,0.59,0.666666666666667,0.686868686868687,0.823834196891192,0.502564102564103,0.296296296296296,0.579831932773109,0.324503311258278,0.752293577981651,0.425925925925926,0.769607843137255,0.738396624472574,0.645739910313901,0.648854961832061,0.71900826446281,0.75,0.680981595092025,0.294642857142857,0.766990291262136,0.794871794871795,0.56,0.758620689655172,0.641618497109827,0.367597765363129,0.630718954248366,0.662379421221865,0.638888888888889,0.404255319148936,0.425684485006519,0.540441176470588,0.560457516339869,0.609090909090909,0.640816326530612,0.766169154228856,0.84,0.469879518072289,0.766081871345029
chronos-33b,0.589590443686007,0.634037044413463,0.558676399551787,0.34,0.511111111111111,0.592105263157895,0.6,0.59622641509434,0.659722222222222,0.35,0.41,0.32,0.543352601156069,0.303921568627451,0.7,0.485106382978723,0.359649122807018,0.482758620689655,0.325396825396825,0.341269841269841,0.3,0.641935483870968,0.389162561576355,0.62,0.690909090909091,0.626262626262626,0.823834196891192,0.512820512820513,0.281481481481482,0.508403361344538,0.370860927152318,0.746788990825688,0.458333333333333,0.725490196078431,0.763713080168776,0.645739910313901,0.610687022900763,0.71900826446281,0.722222222222222,0.699386503067485,0.366071428571429,0.728155339805825,0.794871794871795,0.63,0.749680715197957,0.61849710982659,0.291620111731844,0.601307189542484,0.633440514469453,0.632716049382716,0.436170212765957,0.438722294654498,0.492647058823529,0.571895424836601,0.636363636363636,0.620408163265306,0.736318407960199,0.84,0.481927710843374,0.766081871345029
Llama-2-13b-hf,0.548634812286689,0.614618601872137,0.557710363332349,0.35,0.466666666666667,0.526315789473684,0.55,0.60377358490566,0.618055555555556,0.44,0.47,0.31,0.531791907514451,0.245098039215686,0.7,0.425531914893617,0.324561403508772,0.503448275862069,0.338624338624339,0.388888888888889,0.33,0.674193548387097,0.448275862068966,0.57,0.648484848484848,0.691919191919192,0.818652849740933,0.51025641025641,0.277777777777778,0.584033613445378,0.364238410596026,0.761467889908257,0.439814814814815,0.745098039215686,0.721518987341772,0.63677130044843,0.618320610687023,0.743801652892562,0.740740740740741,0.668711656441718,0.285714285714286,0.737864077669903,0.794871794871795,0.55,0.747126436781609,0.647398843930636,0.397765363128492,0.624183006535948,0.646302250803859,0.651234567901235,0.390070921985816,0.424380704041721,0.540441176470588,0.549019607843137,0.609090909090909,0.636734693877551,0.72636815920398,0.82,0.463855421686747,0.760233918128655
Llama-2-13B-fp16,0.54778156996587,0.614618601872137,0.556742920356624,0.35,0.466666666666667,0.532894736842105,0.55,0.60377358490566,0.611111111111111,0.44,0.47,0.3,0.531791907514451,0.245098039215686,0.7,0.425531914893617,0.324561403508772,0.510344827586207,0.338624338624339,0.380952380952381,0.33,0.674193548387097,0.448275862068966,0.57,0.654545454545455,0.686868686868687,0.818652849740933,0.51025641025641,0.274074074074074,0.584033613445378,0.370860927152318,0.759633027522936,0.449074074074074,0.745098039215686,0.721518987341772,0.63677130044843,0.618320610687023,0.735537190082645,0.740740740740741,0.668711656441718,0.267857142857143,0.728155339805825,0.794871794871795,0.54,0.747126436781609,0.647398843930636,0.394413407821229,0.624183006535948,0.643086816720257,0.651234567901235,0.390070921985816,0.423728813559322,0.536764705882353,0.550653594771242,0.609090909090909,0.636734693877551,0.72636815920398,0.82,0.463855421686747,0.760233918128655
airoboros-l2-13b-gpt4-1.4.1,0.5580204778157,0.636725751842263,0.556212591728411,0.36,0.518518518518519,0.552631578947369,0.53,0.622641509433962,0.611111111111111,0.41,0.45,0.3,0.526011560693642,0.323529411764706,0.64,0.446808510638298,0.271929824561404,0.524137931034483,0.325396825396825,0.30952380952381,0.36,0.664516129032258,0.448275862068966,0.56,0.654545454545455,0.727272727272727,0.797927461139896,0.515384615384615,0.311111111111111,0.57563025210084,0.344370860927152,0.744954128440367,0.416666666666667,0.759803921568627,0.729957805907173,0.632286995515695,0.603053435114504,0.768595041322314,0.722222222222222,0.693251533742331,0.321428571428571,0.757281553398058,0.807692307692308,0.55,0.776500638569604,0.647398843930636,0.287150837988827,0.624183006535948,0.646302250803859,0.638888888888889,0.393617021276596,0.426336375488918,0.5,0.547385620915033,0.663636363636364,0.624489795918367,0.736318407960199,0.81,0.41566265060241,0.777777777777778
falcon-40b-instruct,0.582764505119454,0.64618601872137,0.554478612819452,0.29,0.540740740740741,0.552631578947369,0.51,0.592452830188679,0.611111111111111,0.42,0.48,0.37,0.531791907514451,0.294117647058824,0.59,0.434042553191489,0.263157894736842,0.496551724137931,0.333333333333333,0.333333333333333,0.34,0.651612903225807,0.423645320197044,0.53,0.672727272727273,0.742424242424242,0.787564766839378,0.551282051282051,0.333333333333333,0.571428571428571,0.344370860927152,0.754128440366973,0.430555555555556,0.71078431372549,0.679324894514768,0.659192825112108,0.67175572519084,0.694214876033058,0.648148148148148,0.668711656441718,0.258928571428571,0.757281553398058,0.820512820512821,0.64,0.742017879948914,0.61271676300578,0.320670391061453,0.627450980392157,0.639871382636656,0.62037037037037,0.390070921985816,0.402216427640156,0.580882352941177,0.519607843137255,0.663636363636364,0.63265306122449,0.766169154228856,0.83,0.493975903614458,0.777777777777778
Redmond-Puffin-13B,0.56740614334471,0.627265484963155,0.553589102513668,0.31,0.488888888888889,0.546052631578947,0.55,0.584905660377359,0.590277777777778,0.39,0.47,0.37,0.526011560693642,0.245098039215686,0.71,0.425531914893617,0.289473684210526,0.503448275862069,0.314814814814815,0.373015873015873,0.34,0.674193548387097,0.38423645320197,0.57,0.684848484848485,0.671717171717172,0.829015544041451,0.497435897435897,0.277777777777778,0.546218487394958,0.291390728476821,0.761467889908257,0.425925925925926,0.764705882352941,0.755274261603376,0.659192825112108,0.633587786259542,0.735537190082645,0.685185185185185,0.668711656441718,0.258928571428571,0.757281553398058,0.794871794871795,0.58,0.753512132822478,0.630057803468208,0.283798882681564,0.647058823529412,0.659163987138264,0.657407407407407,0.393617021276596,0.425684485006519,0.540441176470588,0.555555555555556,0.6,0.648979591836735,0.746268656716418,0.83,0.481927710843374,0.766081871345029
Nous-Hermes-Llama2-13b,0.57679180887372,0.635431189006174,0.550402709860422,0.35,0.466666666666667,0.55921052631579,0.6,0.558490566037736,0.611111111111111,0.45,0.46,0.36,0.485549132947977,0.254901960784314,0.66,0.468085106382979,0.315789473684211,0.455172413793103,0.354497354497355,0.365079365079365,0.38,0.629032258064516,0.428571428571429,0.55,0.612121212121212,0.686868686868687,0.772020725388601,0.484615384615385,0.337037037037037,0.567226890756303,0.377483443708609,0.724770642201835,0.481481481481481,0.745098039215686,0.717299578059072,0.623318385650224,0.580152671755725,0.727272727272727,0.685185185185185,0.662576687116564,0.392857142857143,0.718446601941748,0.782051282051282,0.55,0.768837803320562,0.595375722543353,0.355307262569832,0.581699346405229,0.62379421221865,0.638888888888889,0.404255319148936,0.415254237288136,0.518382352941177,0.542483660130719,0.590909090909091,0.595918367346939,0.736318407960199,0.81,0.427710843373494,0.777777777777778
Llama-2-13b-chat-hf,0.556313993174061,0.629356701852221,0.546362708785093,0.31,0.474074074074074,0.546052631578947,0.53,0.584905660377359,0.583333333333333,0.38,0.47,0.32,0.46242774566474,0.313725490196078,0.68,0.4,0.315789473684211,0.503448275862069,0.341269841269841,0.30952380952381,0.3,0.641935483870968,0.463054187192118,0.59,0.672727272727273,0.702020202020202,0.787564766839378,0.492307692307692,0.311111111111111,0.529411764705882,0.337748344370861,0.732110091743119,0.388888888888889,0.75,0.717299578059072,0.645739910313901,0.633587786259542,0.768595041322314,0.694444444444444,0.650306748466258,0.357142857142857,0.737864077669903,0.786324786324786,0.57,0.747126436781609,0.61271676300578,0.305027932960894,0.594771241830065,0.588424437299035,0.611111111111111,0.386524822695035,0.391134289439374,0.5,0.542483660130719,0.663636363636364,0.640816326530612,0.751243781094527,0.81,0.481927710843374,0.730994152046784
llama-2-13b-guanaco-fp16,0.577645051194539,0.636924915355507,0.545817725524247,0.34,0.488888888888889,0.55921052631579,0.58,0.577358490566038,0.618055555555556,0.38,0.45,0.36,0.502890173410405,0.205882352941176,0.68,0.4,0.315789473684211,0.496551724137931,0.335978835978836,0.333333333333333,0.35,0.632258064516129,0.408866995073892,0.54,0.666666666666667,0.656565656565657,0.808290155440415,0.492307692307692,0.288888888888889,0.571428571428571,0.33112582781457,0.739449541284404,0.458333333333333,0.779411764705882,0.69620253164557,0.641255605381166,0.603053435114504,0.710743801652893,0.703703703703704,0.668711656441718,0.294642857142857,0.728155339805825,0.769230769230769,0.6,0.747126436781609,0.61849710982659,0.348603351955307,0.611111111111111,0.604501607717042,0.62962962962963,0.400709219858156,0.41264667535854,0.518382352941177,0.53921568627451,0.581818181818182,0.612244897959184,0.711442786069652,0.83,0.439759036144578,0.742690058479532
WizardLM-Uncensored-SuperCOT-StoryTelling-30b,0.574232081911263,0.602768372834097,0.544221058840968,0.3,0.451851851851852,0.546052631578947,0.61,0.558490566037736,0.548611111111111,0.39,0.47,0.33,0.479768786127168,0.274509803921569,0.61,0.472340425531915,0.280701754385965,0.441379310344828,0.349206349206349,0.365079365079365,0.37,0.616129032258065,0.399014778325123,0.55,0.660606060606061,0.737373737373737,0.77720207253886,0.5,0.251851851851852,0.609243697478992,0.304635761589404,0.732110091743119,0.412037037037037,0.764705882352941,0.759493670886076,0.650224215246637,0.557251908396947,0.710743801652893,0.675925925925926,0.625766871165644,0.383928571428571,0.737864077669903,0.829059829059829,0.63,0.75095785440613,0.580924855491329,0.343016759776536,0.526143790849673,0.636655948553055,0.608024691358025,0.400709219858156,0.410691003911343,0.540441176470588,0.565359477124183,0.645454545454546,0.583673469387755,0.676616915422886,0.81,0.481927710843374,0.736842105263158
GodziLLa-30B,0.595563139931741,0.614220274845648,0.542115284386953,0.29,0.518518518518519,0.605263157894737,0.61,0.558490566037736,0.638888888888889,0.33,0.43,0.25,0.485549132947977,0.294117647058824,0.66,0.480851063829787,0.350877192982456,0.4,0.37037037037037,0.341269841269841,0.4,0.645161290322581,0.399014778325123,0.59,0.690909090909091,0.712121212121212,0.782383419689119,0.505128205128205,0.259259259259259,0.57563025210084,0.337748344370861,0.706422018348624,0.421296296296296,0.745098039215686,0.763713080168776,0.645739910313901,0.541984732824428,0.735537190082645,0.685185185185185,0.644171779141104,0.366071428571429,0.70873786407767,0.794871794871795,0.57,0.747126436781609,0.586705202312139,0.265921787709497,0.555555555555556,0.643086816720257,0.589506172839506,0.436170212765957,0.407431551499348,0.525735294117647,0.570261437908497,0.609090909090909,0.510204081632653,0.676616915422886,0.76,0.445783132530121,0.730994152046784
WizardLM-30B-Uncensored-Guanaco-SuperCOT-30b,0.526450511945393,0.59699263095001,0.540072115282637,0.28,0.444444444444444,0.578947368421053,0.59,0.584905660377359,0.5625,0.38,0.43,0.34,0.456647398843931,0.274509803921569,0.61,0.497872340425532,0.315789473684211,0.406896551724138,0.346560846560847,0.341269841269841,0.39,0.619354838709677,0.399014778325123,0.53,0.63030303030303,0.717171717171717,0.756476683937824,0.492307692307692,0.277777777777778,0.592436974789916,0.311258278145695,0.741284403669725,0.402777777777778,0.75,0.742616033755274,0.632286995515695,0.549618320610687,0.677685950413223,0.657407407407407,0.613496932515337,0.455357142857143,0.728155339805825,0.816239316239316,0.67,0.742017879948914,0.566473988439306,0.297206703910615,0.529411764705882,0.627009646302251,0.601851851851852,0.404255319148936,0.398305084745763,0.529411764705882,0.571895424836601,0.663636363636364,0.555102040816327,0.681592039800995,0.81,0.469879518072289,0.742690058479532
guanaco-33b-merged,0.58703071672355,0.644692292372037,0.53780947014587,0.34,0.481481481481481,0.565789473684211,0.54,0.562264150943396,0.5625,0.43,0.43,0.37,0.514450867052023,0.343137254901961,0.59,0.459574468085106,0.368421052631579,0.441379310344828,0.312169312169312,0.293650793650794,0.33,0.629032258064516,0.379310344827586,0.54,0.721212121212121,0.722222222222222,0.715025906735751,0.492307692307692,0.277777777777778,0.529411764705882,0.324503311258278,0.730275229357798,0.375,0.779411764705882,0.767932489451477,0.587443946188341,0.641221374045802,0.727272727272727,0.611111111111111,0.638036809815951,0.383928571428571,0.631067961165049,0.786324786324786,0.62,0.675606641123883,0.549132947976879,0.256983240223464,0.571895424836601,0.601286173633441,0.617283950617284,0.429078014184397,0.424380704041721,0.580882352941177,0.52124183006536,0.636363636363636,0.591836734693878,0.691542288557214,0.78,0.457831325301205,0.725146198830409
tulu-13B-fp16,0.511092150170649,0.606652061342362,0.531949617658101,0.28,0.466666666666667,0.526315789473684,0.46,0.554716981132076,0.597222222222222,0.35,0.48,0.34,0.421965317919075,0.176470588235294,0.66,0.45531914893617,0.37719298245614,0.462068965517241,0.338624338624339,0.373015873015873,0.33,0.596774193548387,0.359605911330049,0.5,0.721212121212121,0.681818181818182,0.751295336787565,0.520512820512821,0.27037037037037,0.57563025210084,0.33112582781457,0.721100917431193,0.365740740740741,0.691176470588235,0.759493670886076,0.573991031390135,0.618320610687023,0.685950413223141,0.703703703703704,0.638036809815951,0.446428571428571,0.699029126213592,0.769230769230769,0.51,0.713920817369093,0.595375722543353,0.33072625698324,0.568627450980392,0.620578778135048,0.574074074074074,0.429078014184397,0.399608865710561,0.492647058823529,0.52124183006536,0.636363636363636,0.608163265306122,0.756218905472637,0.77,0.421686746987952,0.742690058479532
WizardLM-13B-V1.0,0.553754266211604,0.610037841067517,0.529198627359871,0.3,0.496296296296296,0.539473684210526,0.51,0.539622641509434,0.534722222222222,0.34,0.41,0.31,0.468208092485549,0.235294117647059,0.67,0.417021276595745,0.298245614035088,0.427586206896552,0.317460317460317,0.404761904761905,0.37,0.596774193548387,0.379310344827586,0.56,0.678787878787879,0.702020202020202,0.72020725388601,0.474358974358974,0.277777777777778,0.508403361344538,0.344370860927152,0.699082568807339,0.365740740740741,0.666666666666667,0.708860759493671,0.587443946188341,0.633587786259542,0.669421487603306,0.638888888888889,0.638036809815951,0.348214285714286,0.757281553398058,0.777777777777778,0.6,0.724137931034483,0.580924855491329,0.264804469273743,0.591503267973856,0.585209003215434,0.567901234567901,0.414893617021277,0.420469361147327,0.555147058823529,0.53921568627451,0.6,0.644897959183673,0.741293532338308,0.8,0.457831325301205,0.754385964912281
wizardLM-13B-1.0-fp16,0.553754266211604,0.610535749850627,0.529043826668665,0.3,0.496296296296296,0.539473684210526,0.51,0.535849056603774,0.534722222222222,0.34,0.41,0.31,0.468208092485549,0.235294117647059,0.67,0.417021276595745,0.298245614035088,0.427586206896552,0.317460317460317,0.396825396825397,0.37,0.596774193548387,0.379310344827586,0.56,0.678787878787879,0.702020202020202,0.72020725388601,0.474358974358974,0.285185185185185,0.508403361344538,0.344370860927152,0.699082568807339,0.361111111111111,0.666666666666667,0.708860759493671,0.587443946188341,0.633587786259542,0.669421487603306,0.638888888888889,0.638036809815951,0.348214285714286,0.757281553398058,0.777777777777778,0.6,0.724137931034483,0.580924855491329,0.267039106145251,0.591503267973856,0.585209003215434,0.567901234567901,0.414893617021277,0.422425032594524,0.555147058823529,0.53921568627451,0.6,0.640816326530612,0.741293532338308,0.8,0.457831325301205,0.754385964912281
vicuna-13b-v1.3,0.531569965870307,0.600477992431787,0.528776726166735,0.29,0.496296296296296,0.480263157894737,0.54,0.505660377358491,0.5625,0.38,0.49,0.31,0.404624277456647,0.245098039215686,0.67,0.391489361702128,0.289473684210526,0.489655172413793,0.267195767195767,0.373015873015873,0.29,0.57741935483871,0.428571428571429,0.55,0.709090909090909,0.676767676767677,0.766839378238342,0.466666666666667,0.248148148148148,0.483193277310924,0.251655629139073,0.719266055045872,0.37962962962963,0.715686274509804,0.725738396624473,0.582959641255605,0.694656488549618,0.694214876033058,0.638888888888889,0.638036809815951,0.4375,0.70873786407767,0.824786324786325,0.56,0.719029374201788,0.589595375722543,0.275977653631285,0.61437908496732,0.581993569131833,0.583333333333333,0.421985815602837,0.423728813559322,0.496323529411765,0.53921568627451,0.590909090909091,0.616326530612245,0.746268656716418,0.74,0.463855421686747,0.783625730994152
dolphin-llama-13b,0.522184300341297,0.585839474208325,0.521572492860268,0.33,0.444444444444444,0.5,0.53,0.577358490566038,0.548611111111111,0.32,0.39,0.29,0.46242774566474,0.254901960784314,0.62,0.468085106382979,0.315789473684211,0.475862068965517,0.354497354497355,0.317460317460317,0.35,0.638709677419355,0.354679802955665,0.54,0.654545454545455,0.626262626262626,0.740932642487047,0.51025641025641,0.296296296296296,0.491596638655462,0.291390728476821,0.704587155963303,0.37962962962963,0.691176470588235,0.721518987341772,0.582959641255605,0.618320610687023,0.735537190082645,0.62962962962963,0.56441717791411,0.366071428571429,0.757281553398058,0.760683760683761,0.55,0.703703703703704,0.592485549132948,0.376536312849162,0.604575163398693,0.578778135048232,0.583333333333333,0.379432624113475,0.402868318122555,0.448529411764706,0.511437908496732,0.527272727272727,0.648979591836735,0.72636815920398,0.73,0.451807228915663,0.707602339181287
vicuna-13B-1.1-HF,0.51962457337884,0.600776737701653,0.519361475203665,0.28,0.488888888888889,0.506578947368421,0.54,0.49811320754717,0.597222222222222,0.38,0.46,0.31,0.416184971098266,0.274509803921569,0.64,0.395744680851064,0.307017543859649,0.475862068965517,0.338624338624339,0.404761904761905,0.26,0.567741935483871,0.403940886699507,0.54,0.666666666666667,0.656565656565657,0.694300518134715,0.471794871794872,0.3,0.449579831932773,0.311258278145695,0.686238532110092,0.37037037037037,0.686274509803922,0.708860759493671,0.587443946188341,0.67175572519084,0.685950413223141,0.62037037037037,0.638036809815951,0.392857142857143,0.699029126213592,0.752136752136752,0.59,0.692209450830141,0.546242774566474,0.33072625698324,0.555555555555556,0.52411575562701,0.546296296296296,0.393617021276596,0.416558018252934,0.488970588235294,0.52124183006536,0.554545454545455,0.624489795918367,0.771144278606965,0.76,0.439759036144578,0.713450292397661
Vicuna-13B-CoT,0.51962457337884,0.600776737701653,0.519361475203665,0.28,0.488888888888889,0.506578947368421,0.54,0.49811320754717,0.597222222222222,0.38,0.46,0.31,0.416184971098266,0.274509803921569,0.64,0.395744680851064,0.307017543859649,0.475862068965517,0.338624338624339,0.404761904761905,0.26,0.567741935483871,0.403940886699507,0.54,0.666666666666667,0.656565656565657,0.694300518134715,0.471794871794872,0.3,0.449579831932773,0.311258278145695,0.686238532110092,0.37037037037037,0.686274509803922,0.708860759493671,0.587443946188341,0.67175572519084,0.685950413223141,0.62037037037037,0.638036809815951,0.392857142857143,0.699029126213592,0.752136752136752,0.59,0.692209450830141,0.546242774566474,0.33072625698324,0.555555555555556,0.52411575562701,0.546296296296296,0.393617021276596,0.416558018252934,0.488970588235294,0.52124183006536,0.554545454545455,0.624489795918367,0.771144278606965,0.76,0.439759036144578,0.713450292397661
vicuna-13b-1.1,0.51962457337884,0.600776737701653,0.519361475203665,0.28,0.488888888888889,0.506578947368421,0.54,0.49811320754717,0.597222222222222,0.38,0.46,0.31,0.416184971098266,0.274509803921569,0.64,0.395744680851064,0.307017543859649,0.475862068965517,0.338624338624339,0.404761904761905,0.26,0.567741935483871,0.403940886699507,0.54,0.666666666666667,0.656565656565657,0.694300518134715,0.471794871794872,0.3,0.449579831932773,0.311258278145695,0.686238532110092,0.37037037037037,0.686274509803922,0.708860759493671,0.587443946188341,0.67175572519084,0.685950413223141,0.62037037037037,0.638036809815951,0.392857142857143,0.699029126213592,0.752136752136752,0.59,0.692209450830141,0.546242774566474,0.33072625698324,0.555555555555556,0.52411575562701,0.546296296296296,0.393617021276596,0.416558018252934,0.488970588235294,0.52124183006536,0.554545454545455,0.624489795918367,0.771144278606965,0.76,0.439759036144578,0.713450292397661
delta13b,0.51962457337884,0.600776737701653,0.519361475203665,0.28,0.488888888888889,0.506578947368421,0.54,0.49811320754717,0.597222222222222,0.38,0.46,0.31,0.416184971098266,0.274509803921569,0.64,0.395744680851064,0.307017543859649,0.475862068965517,0.338624338624339,0.404761904761905,0.26,0.567741935483871,0.403940886699507,0.54,0.666666666666667,0.656565656565657,0.694300518134715,0.471794871794872,0.3,0.449579831932773,0.311258278145695,0.686238532110092,0.37037037037037,0.686274509803922,0.708860759493671,0.587443946188341,0.67175572519084,0.685950413223141,0.62037037037037,0.638036809815951,0.392857142857143,0.699029126213592,0.752136752136752,0.59,0.692209450830141,0.546242774566474,0.33072625698324,0.555555555555556,0.52411575562701,0.546296296296296,0.393617021276596,0.416558018252934,0.488970588235294,0.52124183006536,0.554545454545455,0.624489795918367,0.771144278606965,0.76,0.439759036144578,0.713450292397661
vicuna-13b-v1.1,0.51962457337884,0.601175064728142,0.519004711154445,0.28,0.488888888888889,0.506578947368421,0.54,0.49811320754717,0.597222222222222,0.38,0.46,0.31,0.416184971098266,0.274509803921569,0.64,0.391489361702128,0.307017543859649,0.468965517241379,0.338624338624339,0.404761904761905,0.26,0.567741935483871,0.403940886699507,0.55,0.666666666666667,0.651515151515152,0.694300518134715,0.471794871794872,0.3,0.445378151260504,0.311258278145695,0.684403669724771,0.365740740740741,0.686274509803922,0.713080168776371,0.582959641255605,0.67175572519084,0.685950413223141,0.62037037037037,0.644171779141104,0.392857142857143,0.699029126213592,0.752136752136752,0.59,0.692209450830141,0.546242774566474,0.331843575418994,0.552287581699346,0.52411575562701,0.549382716049383,0.390070921985816,0.41851368970013,0.492647058823529,0.51797385620915,0.545454545454545,0.624489795918367,0.771144278606965,0.76,0.439759036144578,0.713450292397661
UltraLM-13B-fp16,0.563139931740614,0.599581756622187,0.518523324280965,0.3,0.474074074074074,0.513157894736842,0.52,0.528301886792453,0.506944444444444,0.37,0.41,0.31,0.439306358381503,0.294117647058824,0.68,0.4,0.324561403508772,0.489655172413793,0.304232804232804,0.388888888888889,0.32,0.596774193548387,0.38423645320197,0.54,0.654545454545455,0.656565656565657,0.709844559585492,0.466666666666667,0.248148148148148,0.495798319327731,0.337748344370861,0.669724770642202,0.328703703703704,0.681372549019608,0.704641350210971,0.573991031390135,0.641221374045802,0.710743801652893,0.611111111111111,0.625766871165644,0.321428571428571,0.669902912621359,0.769230769230769,0.49,0.704980842911877,0.57514450867052,0.327374301675978,0.61437908496732,0.57556270096463,0.595679012345679,0.404255319148936,0.413298565840939,0.511029411764706,0.550653594771242,0.572727272727273,0.563265306122449,0.73134328358209,0.79,0.433734939759036,0.730994152046784
llama_13b_sharegpt94k_fastchat,0.507679180887372,0.591316470822545,0.515009699371761,0.31,0.481481481481481,0.506578947368421,0.53,0.528301886792453,0.541666666666667,0.34,0.44,0.29,0.421965317919075,0.225490196078431,0.61,0.382978723404255,0.307017543859649,0.455172413793103,0.301587301587302,0.404761904761905,0.4,0.593548387096774,0.379310344827586,0.53,0.666666666666667,0.646464646464647,0.715025906735751,0.476923076923077,0.27037037037037,0.491596638655462,0.337748344370861,0.702752293577982,0.37962962962963,0.661764705882353,0.729957805907173,0.591928251121076,0.603053435114504,0.628099173553719,0.592592592592593,0.601226993865031,0.428571428571429,0.699029126213592,0.773504273504274,0.59,0.722860791826309,0.549132947976879,0.254748603351955,0.549019607843137,0.533762057877814,0.552469135802469,0.379432624113475,0.397653194263364,0.518382352941177,0.508169934640523,0.581818181818182,0.653061224489796,0.711442786069652,0.73,0.421686746987952,0.725146198830409
13B-Ouroboros,0.560580204778157,0.624377614021111,0.514310972635601,0.31,0.466666666666667,0.506578947368421,0.52,0.539622641509434,0.534722222222222,0.37,0.4,0.35,0.450867052023121,0.215686274509804,0.65,0.434042553191489,0.298245614035088,0.455172413793103,0.322751322751323,0.301587301587302,0.34,0.580645161290323,0.38423645320197,0.55,0.654545454545455,0.671717171717172,0.704663212435233,0.458974358974359,0.211111111111111,0.491596638655462,0.271523178807947,0.704587155963303,0.333333333333333,0.686274509803922,0.708860759493671,0.591928251121076,0.633587786259542,0.694214876033058,0.592592592592593,0.607361963190184,0.446428571428571,0.718446601941748,0.773504273504274,0.55,0.717752234993614,0.549132947976879,0.260335195530726,0.542483660130719,0.536977491961415,0.558641975308642,0.365248226950355,0.405475880052151,0.481617647058824,0.524509803921569,0.609090909090909,0.538775510204082,0.691542288557214,0.83,0.457831325301205,0.760233918128655
gpt4-x-vicuna-13B-HF,0.511092150170649,0.603863772156941,0.512225742768376,0.31,0.459259259259259,0.506578947368421,0.57,0.486792452830189,0.548611111111111,0.32,0.44,0.35,0.404624277456647,0.205882352941176,0.57,0.361702127659575,0.289473684210526,0.475862068965517,0.288359788359788,0.420634920634921,0.31,0.574193548387097,0.389162561576355,0.53,0.642424242424243,0.636363636363636,0.704663212435233,0.438461538461538,0.237037037037037,0.441176470588235,0.33112582781457,0.677064220183486,0.365740740740741,0.67156862745098,0.704641350210971,0.573991031390135,0.67175572519084,0.677685950413223,0.657407407407407,0.662576687116564,0.392857142857143,0.679611650485437,0.773504273504274,0.62,0.687100893997446,0.53757225433526,0.31731843575419,0.542483660130719,0.553054662379421,0.574074074074074,0.386524822695035,0.41264667535854,0.444852941176471,0.519607843137255,0.545454545454545,0.579591836734694,0.741293532338308,0.79,0.451807228915663,0.742690058479532
mpt-30b-chat,0.54778156996587,0.635331607249552,0.51161703677645,0.34,0.459259259259259,0.493421052631579,0.56,0.558490566037736,0.590277777777778,0.36,0.38,0.38,0.520231213872832,0.313725490196078,0.58,0.425531914893617,0.280701754385965,0.482758620689655,0.317460317460317,0.325396825396825,0.37,0.632258064516129,0.38423645320197,0.5,0.636363636363636,0.691919191919192,0.658031088082902,0.464102564102564,0.303703703703704,0.474789915966387,0.33112582781457,0.730275229357798,0.430555555555556,0.764705882352941,0.683544303797468,0.52914798206278,0.564885496183206,0.471074380165289,0.555555555555556,0.601226993865031,0.366071428571429,0.699029126213592,0.794871794871795,0.53,0.690932311621967,0.543352601156069,0.291620111731844,0.532679738562092,0.556270096463023,0.583333333333333,0.390070921985816,0.3748370273794,0.474264705882353,0.501633986928105,0.572727272727273,0.583673469387755,0.606965174129353,0.76,0.445783132530121,0.719298245614035
mpt-30b-chat,0.546928327645051,0.632244572794264,0.511512960967763,0.32,0.459259259259259,0.5,0.56,0.558490566037736,0.604166666666667,0.36,0.37,0.38,0.502890173410405,0.294117647058824,0.59,0.429787234042553,0.263157894736842,0.475862068965517,0.333333333333333,0.341269841269841,0.37,0.635483870967742,0.413793103448276,0.51,0.63030303030303,0.681818181818182,0.658031088082902,0.464102564102564,0.288888888888889,0.487394957983193,0.337748344370861,0.732110091743119,0.425925925925926,0.759803921568627,0.708860759493671,0.511210762331839,0.572519083969466,0.462809917355372,0.555555555555556,0.607361963190184,0.375,0.699029126213592,0.790598290598291,0.53,0.697318007662835,0.543352601156069,0.290502793296089,0.513071895424837,0.553054662379421,0.592592592592593,0.386524822695035,0.371577574967405,0.481617647058824,0.493464052287582,0.581818181818182,0.575510204081633,0.611940298507463,0.76,0.439759036144578,0.713450292397661
manticore-13b,0.553754266211604,0.614021111332404,0.508386013724407,0.35,0.503703703703704,0.480263157894737,0.44,0.543396226415094,0.5,0.35,0.46,0.33,0.46242774566474,0.245098039215686,0.61,0.412765957446809,0.298245614035088,0.420689655172414,0.283068783068783,0.349206349206349,0.41,0.561290322580645,0.354679802955665,0.54,0.624242424242424,0.646464646464647,0.699481865284974,0.466666666666667,0.285185185185185,0.5,0.264900662251656,0.686238532110092,0.300925925925926,0.676470588235294,0.717299578059072,0.57847533632287,0.587786259541985,0.669421487603306,0.555555555555556,0.558282208588957,0.348214285714286,0.699029126213592,0.777777777777778,0.54,0.703703703703704,0.546242774566474,0.235754189944134,0.57843137254902,0.588424437299035,0.561728395061728,0.382978723404255,0.413298565840939,0.536764705882353,0.514705882352941,0.627272727272727,0.551020408163265,0.691542288557214,0.8,0.433734939759036,0.725146198830409
vicuna-13b,0.501706484641638,0.604162517426807,0.508358147707632,0.25,0.496296296296296,0.546052631578947,0.47,0.50188679245283,0.548611111111111,0.44,0.4,0.24,0.416184971098266,0.284313725490196,0.61,0.387234042553192,0.298245614035088,0.441379310344828,0.30952380952381,0.357142857142857,0.38,0.561290322580645,0.364532019704434,0.48,0.660606060606061,0.626262626262626,0.699481865284974,0.464102564102564,0.27037037037037,0.525210084033614,0.357615894039735,0.684403669724771,0.361111111111111,0.661764705882353,0.70042194092827,0.582959641255605,0.610687022900763,0.636363636363636,0.62037037037037,0.625766871165644,0.348214285714286,0.699029126213592,0.777777777777778,0.53,0.685823754789272,0.563583815028902,0.270391061452514,0.558823529411765,0.543408360128617,0.527777777777778,0.375886524822695,0.391786179921773,0.529411764705882,0.516339869281046,0.536363636363636,0.604081632653061,0.716417910447761,0.76,0.451807228915663,0.719298245614035
13B-HyperMantis,0.555460750853242,0.626767576180044,0.50611982249112,0.34,0.488888888888889,0.493421052631579,0.47,0.505660377358491,0.527777777777778,0.34,0.41,0.33,0.416184971098266,0.196078431372549,0.62,0.417021276595745,0.280701754385965,0.43448275862069,0.261904761904762,0.396825396825397,0.37,0.554838709677419,0.349753694581281,0.53,0.642424242424243,0.646464646464647,0.66839378238342,0.476923076923077,0.237037037037037,0.470588235294118,0.291390728476821,0.691743119266055,0.342592592592593,0.686274509803922,0.713080168776371,0.587443946188341,0.610687022900763,0.685950413223141,0.564814814814815,0.558282208588957,0.392857142857143,0.718446601941748,0.769230769230769,0.54,0.708812260536399,0.552023121387283,0.251396648044693,0.555555555555556,0.569131832797428,0.558641975308642,0.386524822695035,0.40026075619296,0.507352941176471,0.522875816993464,0.590909090909091,0.546938775510204,0.681592039800995,0.8,0.451807228915663,0.736842105263158
wizard-mega-13b,0.551194539249147,0.610436168094005,0.505902511618677,0.34,0.496296296296296,0.493421052631579,0.46,0.550943396226415,0.493055555555556,0.35,0.41,0.32,0.456647398843931,0.264705882352941,0.61,0.387234042553192,0.315789473684211,0.393103448275862,0.272486772486773,0.365079365079365,0.41,0.561290322580645,0.334975369458128,0.55,0.642424242424243,0.641414141414141,0.673575129533679,0.461538461538462,0.237037037037037,0.508403361344538,0.311258278145695,0.673394495412844,0.342592592592593,0.681372549019608,0.69620253164557,0.573991031390135,0.580152671755725,0.677685950413223,0.564814814814815,0.588957055214724,0.348214285714286,0.669902912621359,0.764957264957265,0.55,0.684546615581098,0.557803468208093,0.253631284916201,0.57516339869281,0.556270096463023,0.555555555555556,0.393617021276596,0.427640156453716,0.525735294117647,0.522875816993464,0.581818181818182,0.56734693877551,0.676616915422886,0.77,0.439759036144578,0.725146198830409
Nous-Hermes-13b,0.549488054607509,0.622186815375423,0.504407126369994,0.31,0.459259259259259,0.5,0.52,0.547169811320755,0.5,0.31,0.42,0.28,0.433526011560694,0.225490196078431,0.65,0.412765957446809,0.298245614035088,0.4,0.285714285714286,0.388888888888889,0.4,0.551612903225807,0.349753694581281,0.53,0.642424242424243,0.641414141414141,0.683937823834197,0.443589743589744,0.251851851851852,0.521008403361345,0.258278145695364,0.695412844036697,0.319444444444444,0.681372549019608,0.708860759493671,0.569506726457399,0.633587786259542,0.669421487603306,0.583333333333333,0.558282208588957,0.375,0.718446601941748,0.752136752136752,0.54,0.701149425287356,0.557803468208093,0.232402234636872,0.565359477124183,0.54983922829582,0.570987654320988,0.372340425531915,0.385919165580183,0.485294117647059,0.527777777777778,0.6,0.522448979591837,0.711442786069652,0.79,0.427710843373494,0.730994152046784
13B-BlueMethod,0.563993174061434,0.62796255725951,0.503428382930947,0.33,0.474074074074074,0.480263157894737,0.48,0.494339622641509,0.527777777777778,0.34,0.38,0.32,0.416184971098266,0.215686274509804,0.69,0.425531914893617,0.271929824561404,0.448275862068966,0.253968253968254,0.388888888888889,0.37,0.570967741935484,0.334975369458128,0.55,0.654545454545455,0.611111111111111,0.66839378238342,0.469230769230769,0.225925925925926,0.453781512605042,0.251655629139073,0.68256880733945,0.273148148148148,0.67156862745098,0.704641350210971,0.573991031390135,0.679389312977099,0.661157024793388,0.546296296296296,0.552147239263804,0.473214285714286,0.737864077669903,0.782051282051282,0.57,0.680715197956577,0.546242774566474,0.244692737430168,0.545751633986928,0.533762057877814,0.546296296296296,0.368794326241135,0.40026075619296,0.492647058823529,0.511437908496732,0.581818181818182,0.559183673469388,0.701492537313433,0.8,0.445783132530121,0.730994152046784
OpenOrca-Preview1-13B,0.531569965870307,0.582055367456682,0.501360728714466,0.31,0.451851851851852,0.532894736842105,0.46,0.509433962264151,0.479166666666667,0.28,0.45,0.34,0.439306358381503,0.245098039215686,0.63,0.391489361702128,0.298245614035088,0.482758620689655,0.298941798941799,0.325396825396825,0.37,0.6,0.349753694581281,0.54,0.654545454545455,0.641414141414141,0.699481865284974,0.430769230769231,0.285185185185185,0.457983193277311,0.370860927152318,0.642201834862385,0.393518518518519,0.607843137254902,0.708860759493671,0.57847533632287,0.625954198473283,0.702479338842975,0.601851851851852,0.552147239263804,0.419642857142857,0.669902912621359,0.739316239316239,0.55,0.665389527458493,0.598265895953757,0.291620111731844,0.516339869281046,0.546623794212219,0.574074074074074,0.379432624113475,0.387874837027379,0.452205882352941,0.501633986928105,0.536363636363636,0.546938775510204,0.671641791044776,0.74,0.391566265060241,0.660818713450292
MythoBoros-13b,0.553754266211604,0.619398526190002,0.501347373486759,0.31,0.481481481481481,0.460526315789474,0.5,0.509433962264151,0.465277777777778,0.38,0.39,0.35,0.421965317919075,0.245098039215686,0.63,0.434042553191489,0.280701754385965,0.462068965517241,0.275132275132275,0.396825396825397,0.31,0.561290322580645,0.359605911330049,0.53,0.654545454545455,0.626262626262626,0.678756476683938,0.471794871794872,0.233333333333333,0.491596638655462,0.225165562913907,0.68256880733945,0.291666666666667,0.651960784313726,0.70042194092827,0.569506726457399,0.618320610687023,0.677685950413223,0.527777777777778,0.588957055214724,0.4375,0.660194174757282,0.764957264957265,0.59,0.703703703703704,0.540462427745665,0.253631284916201,0.552287581699346,0.533762057877814,0.555555555555556,0.358156028368794,0.40026075619296,0.474264705882353,0.496732026143791,0.572727272727273,0.563265306122449,0.686567164179105,0.8,0.463855421686747,0.725146198830409
minotaur-13b-fixed,0.569965870307167,0.616211909978092,0.5009816741,0.35,0.474074074074074,0.493421052631579,0.52,0.509433962264151,0.541666666666667,0.32,0.46,0.29,0.421965317919075,0.264705882352941,0.57,0.387234042553192,0.307017543859649,0.4,0.248677248677249,0.333333333333333,0.37,0.574193548387097,0.32512315270936,0.54,0.618181818181818,0.636363636363636,0.715025906735751,0.441025641025641,0.259259259259259,0.46218487394958,0.264900662251656,0.671559633027523,0.273148148148148,0.705882352941177,0.70042194092827,0.591928251121076,0.580152671755725,0.644628099173554,0.601851851851852,0.558282208588957,0.3125,0.689320388349515,0.786324786324786,0.56,0.717752234993614,0.53757225433526,0.251396648044693,0.571895424836601,0.54983922829582,0.567901234567901,0.372340425531915,0.391134289439374,0.463235294117647,0.52124183006536,0.572727272727273,0.608163265306122,0.686567164179105,0.8,0.427710843373494,0.742690058479532
orca_mini_v2_13b,0.53839590443686,0.608046205935073,0.500697875494536,0.31,0.488888888888889,0.493421052631579,0.48,0.547169811320755,0.513888888888889,0.32,0.45,0.32,0.421965317919075,0.186274509803922,0.64,0.382978723404255,0.307017543859649,0.462068965517241,0.298941798941799,0.293650793650794,0.4,0.554838709677419,0.354679802955665,0.55,0.612121212121212,0.606060606060606,0.652849740932643,0.443589743589744,0.266666666666667,0.420168067226891,0.298013245033113,0.655045871559633,0.333333333333333,0.686274509803922,0.69620253164557,0.57847533632287,0.633587786259542,0.652892561983471,0.555555555555556,0.54601226993865,0.303571428571429,0.70873786407767,0.773504273504274,0.58,0.70242656449553,0.543352601156069,0.293854748603352,0.568627450980392,0.530546623794212,0.567901234567901,0.347517730496454,0.404172099087353,0.529411764705882,0.491830065359477,0.6,0.56734693877551,0.691542288557214,0.74,0.451807228915663,0.730994152046784
airoboros-13b,0.555460750853242,0.616510655247959,0.500308195895494,0.3,0.488888888888889,0.5,0.47,0.550943396226415,0.465277777777778,0.41,0.4,0.37,0.450867052023121,0.245098039215686,0.64,0.404255319148936,0.315789473684211,0.427586206896552,0.296296296296296,0.388888888888889,0.36,0.558064516129032,0.339901477832512,0.54,0.642424242424243,0.590909090909091,0.704663212435233,0.487179487179487,0.3,0.508403361344538,0.271523178807947,0.688073394495413,0.342592592592593,0.656862745098039,0.69620253164557,0.511210762331839,0.580152671755725,0.586776859504132,0.527777777777778,0.539877300613497,0.330357142857143,0.679611650485437,0.760683760683761,0.54,0.674329501915709,0.53757225433526,0.337430167597765,0.552287581699346,0.562700964630225,0.546296296296296,0.365248226950355,0.389178617992177,0.522058823529412,0.491830065359477,0.6,0.53469387755102,0.631840796019901,0.77,0.41566265060241,0.719298245614035
airoboros-13B-HF,0.555460750853242,0.616510655247959,0.500308195895494,0.3,0.488888888888889,0.5,0.47,0.550943396226415,0.465277777777778,0.41,0.4,0.37,0.450867052023121,0.245098039215686,0.64,0.404255319148936,0.315789473684211,0.427586206896552,0.296296296296296,0.388888888888889,0.36,0.558064516129032,0.339901477832512,0.54,0.642424242424243,0.590909090909091,0.704663212435233,0.487179487179487,0.3,0.508403361344538,0.271523178807947,0.688073394495413,0.342592592592593,0.656862745098039,0.69620253164557,0.511210762331839,0.580152671755725,0.586776859504132,0.527777777777778,0.539877300613497,0.330357142857143,0.679611650485437,0.760683760683761,0.54,0.674329501915709,0.53757225433526,0.337430167597765,0.552287581699346,0.562700964630225,0.546296296296296,0.365248226950355,0.389178617992177,0.522058823529412,0.491830065359477,0.6,0.53469387755102,0.631840796019901,0.77,0.41566265060241,0.719298245614035
CAMEL-13B-Combined-Data,0.514505119453925,0.594801832304322,0.497361960882751,0.28,0.451851851851852,0.493421052631579,0.54,0.513207547169811,0.513888888888889,0.43,0.4,0.33,0.479768786127168,0.284313725490196,0.64,0.357446808510638,0.342105263157895,0.441379310344828,0.272486772486773,0.301587301587302,0.31,0.554838709677419,0.334975369458128,0.52,0.612121212121212,0.656565656565657,0.663212435233161,0.476923076923077,0.274074074074074,0.495798319327731,0.278145695364238,0.68256880733945,0.421296296296296,0.632352941176471,0.670886075949367,0.506726457399103,0.633587786259542,0.677685950413223,0.564814814814815,0.56441717791411,0.321428571428571,0.669902912621359,0.760683760683761,0.54,0.661558109833972,0.517341040462428,0.246927374301676,0.571895424836601,0.54983922829582,0.518518518518519,0.329787234042553,0.395697522816167,0.525735294117647,0.452614379084967,0.527272727272727,0.571428571428571,0.681592039800995,0.77,0.41566265060241,0.719298245614035
baize-v2-13b,0.533276450511945,0.600975901214897,0.497237076506227,0.36,0.511111111111111,0.453947368421053,0.45,0.483018867924528,0.493055555555556,0.39,0.44,0.38,0.398843930635838,0.235294117647059,0.65,0.412765957446809,0.307017543859649,0.448275862068966,0.301587301587302,0.317460317460317,0.35,0.535483870967742,0.364532019704434,0.53,0.63030303030303,0.550505050505051,0.683937823834197,0.456410256410256,0.251851851851852,0.470588235294118,0.258278145695364,0.651376146788991,0.351851851851852,0.651960784313726,0.708860759493671,0.565022421524664,0.572519083969466,0.677685950413223,0.555555555555556,0.576687116564417,0.339285714285714,0.650485436893204,0.692307692307692,0.54,0.681992337164751,0.549132947976879,0.249162011173184,0.535947712418301,0.565916398713826,0.570987654320988,0.375886524822695,0.398956975228162,0.518382352941177,0.490196078431373,0.581818181818182,0.583673469387755,0.631840796019901,0.79,0.439759036144578,0.730994152046784
minotaur-13b,0.533276450511945,0.595698068113922,0.496057758966648,0.3,0.437037037037037,0.480263157894737,0.48,0.532075471698113,0.486111111111111,0.32,0.44,0.28,0.410404624277457,0.245098039215686,0.6,0.391489361702128,0.289473684210526,0.406896551724138,0.261904761904762,0.380952380952381,0.34,0.561290322580645,0.359605911330049,0.51,0.636363636363636,0.631313131313131,0.72020725388601,0.451282051282051,0.259259259259259,0.466386554621849,0.28476821192053,0.686238532110092,0.324074074074074,0.681372549019608,0.704641350210971,0.573991031390135,0.580152671755725,0.677685950413223,0.601851851851852,0.558282208588957,0.446428571428571,0.621359223300971,0.773504273504274,0.57,0.689655172413793,0.534682080924856,0.267039106145251,0.519607843137255,0.540192926045016,0.546296296296296,0.343971631205674,0.386571056062581,0.474264705882353,0.493464052287582,0.572727272727273,0.546938775510204,0.661691542288557,0.76,0.433734939759036,0.742690058479532
MythoLogic-13b,0.559726962457338,0.61840270862378,0.493638517272977,0.32,0.451851851851852,0.447368421052632,0.5,0.49811320754717,0.493055555555556,0.35,0.36,0.33,0.433526011560694,0.225490196078431,0.62,0.417021276595745,0.289473684210526,0.427586206896552,0.26984126984127,0.404761904761905,0.31,0.561290322580645,0.364532019704434,0.49,0.642424242424243,0.611111111111111,0.678756476683938,0.469230769230769,0.266666666666667,0.487394957983193,0.251655629139073,0.660550458715596,0.282407407407407,0.637254901960784,0.679324894514768,0.538116591928251,0.610687022900763,0.619834710743802,0.555555555555556,0.56441717791411,0.482142857142857,0.660194174757282,0.756410256410256,0.59,0.683269476372925,0.517341040462428,0.237988826815642,0.53921568627451,0.530546623794212,0.546296296296296,0.368794326241135,0.391134289439374,0.496323529411765,0.491830065359477,0.563636363636364,0.546938775510204,0.686567164179105,0.8,0.427710843373494,0.701754385964912
GPT-JT-6B-v0,0.389931740614334,0.496514638518224,0.493440523413353,0.41,0.659259259259259,0.625,0.55,0.569811320754717,0.576388888888889,0.42,0.45,0.44,0.53757225433526,0.313725490196078,0.69,0.446808510638298,0.368421052631579,0.579310344827586,0.267195767195767,0.325396825396825,0.41,0.487096774193548,0.344827586206897,0.53,0.424242424242424,0.631313131313131,0.621761658031088,0.415384615384615,0.225925925925926,0.420168067226891,0.298013245033113,0.55045871559633,0.365740740740741,0.436274509803922,0.485232067510549,0.547085201793722,0.641221374045802,0.528925619834711,0.601851851851852,0.601226993865031,0.446428571428571,0.728155339805825,0.61965811965812,0.69,0.490421455938697,0.471098265895954,0.239106145251397,0.496732026143791,0.459807073954984,0.524691358024691,0.375886524822695,0.342894393741851,0.338235294117647,0.401960784313726,0.663636363636364,0.530612244897959,0.641791044776119,0.75,0.481927710843374,0.637426900584795
Nous-Hermes-13b-pl-lora_unload,0.533276450511945,0.614220274845648,0.491681031348726,0.31,0.451851851851852,0.493421052631579,0.51,0.467924528301887,0.465277777777778,0.32,0.38,0.32,0.398843930635838,0.235294117647059,0.69,0.438297872340426,0.280701754385965,0.386206896551724,0.291005291005291,0.341269841269841,0.38,0.538709677419355,0.300492610837438,0.48,0.642424242424243,0.636363636363636,0.66839378238342,0.456410256410256,0.225925925925926,0.521008403361345,0.251655629139073,0.678899082568807,0.291666666666667,0.651960784313726,0.687763713080169,0.560538116591928,0.587786259541985,0.619834710743802,0.490740740740741,0.558282208588957,0.464285714285714,0.70873786407767,0.743589743589744,0.6,0.687100893997446,0.543352601156069,0.232402234636872,0.552287581699346,0.543408360128617,0.540123456790123,0.351063829787234,0.383311603650587,0.459558823529412,0.490196078431373,0.590909090909091,0.518367346938776,0.661691542288557,0.8,0.409638554216867,0.736842105263158
mpt-30b-instruct,0.542662116040956,0.652459669388568,0.491529552294772,0.33,0.422222222222222,0.5,0.5,0.516981132075472,0.534722222222222,0.32,0.47,0.33,0.450867052023121,0.352941176470588,0.64,0.463829787234043,0.289473684210526,0.462068965517241,0.32010582010582,0.349206349206349,0.31,0.532258064516129,0.379310344827586,0.51,0.648484848484848,0.646464646464647,0.673575129533679,0.458974358974359,0.32962962962963,0.445378151260504,0.324503311258278,0.658715596330275,0.291666666666667,0.720588235294118,0.687763713080169,0.591928251121076,0.587786259541985,0.446280991735537,0.574074074074074,0.49079754601227,0.375,0.611650485436893,0.705128205128205,0.46,0.692209450830141,0.497109826589595,0.302793296089386,0.516339869281046,0.565916398713826,0.577160493827161,0.390070921985816,0.370273794002608,0.448529411764706,0.490196078431373,0.518181818181818,0.563265306122449,0.552238805970149,0.69,0.463855421686747,0.666666666666667
firefly-llama-13b,0.554607508532423,0.60017924716192,0.490961138722199,0.35,0.503703703703704,0.460526315789474,0.48,0.509433962264151,0.506944444444444,0.28,0.39,0.37,0.410404624277457,0.264705882352941,0.63,0.387234042553192,0.289473684210526,0.448275862068966,0.267195767195767,0.341269841269841,0.39,0.538709677419355,0.334975369458128,0.5,0.63030303030303,0.606060606060606,0.632124352331606,0.435897435897436,0.285185185185185,0.46218487394958,0.298013245033113,0.634862385321101,0.282407407407407,0.612745098039216,0.734177215189873,0.551569506726457,0.587786259541985,0.661157024793388,0.527777777777778,0.588957055214724,0.3125,0.631067961165049,0.730769230769231,0.54,0.651340996168582,0.557803468208093,0.242458100558659,0.549019607843137,0.533762057877814,0.537037037037037,0.379432624113475,0.40026075619296,0.536764705882353,0.488562091503268,0.6,0.563265306122449,0.691542288557214,0.72,0.421686746987952,0.713450292397661
mpt-30b-instruct,0.540955631399318,0.650169288986258,0.489285754757176,0.32,0.444444444444444,0.480263157894737,0.48,0.513207547169811,0.527777777777778,0.29,0.45,0.3,0.473988439306358,0.352941176470588,0.63,0.480851063829787,0.315789473684211,0.482758620689655,0.306878306878307,0.341269841269841,0.31,0.538709677419355,0.364532019704434,0.48,0.648484848484848,0.631313131313131,0.683937823834197,0.451282051282051,0.314814814814815,0.445378151260504,0.317880794701987,0.660550458715596,0.296296296296296,0.720588235294118,0.683544303797468,0.582959641255605,0.580152671755725,0.454545454545455,0.583333333333333,0.466257668711656,0.392857142857143,0.601941747572816,0.700854700854701,0.45,0.697318007662835,0.497109826589595,0.299441340782123,0.522875816993464,0.569131832797428,0.567901234567901,0.379432624113475,0.365058670143416,0.426470588235294,0.493464052287582,0.545454545454545,0.575510204081633,0.567164179104478,0.69,0.475903614457831,0.666666666666667
firefly-llama-13b-v1.2,0.549488054607509,0.612726548496316,0.489047527778518,0.34,0.496296296296296,0.453947368421053,0.45,0.513207547169811,0.472222222222222,0.38,0.42,0.35,0.450867052023121,0.274509803921569,0.61,0.374468085106383,0.289473684210526,0.427586206896552,0.26984126984127,0.365079365079365,0.29,0.561290322580645,0.374384236453202,0.47,0.6,0.616161616161616,0.689119170984456,0.464102564102564,0.262962962962963,0.478991596638656,0.291390728476821,0.623853211009174,0.37037037037037,0.666666666666667,0.687763713080169,0.511210762331839,0.595419847328244,0.636363636363636,0.537037037037037,0.552147239263804,0.419642857142857,0.611650485436893,0.752136752136752,0.52,0.664112388250319,0.528901734104046,0.245810055865922,0.542483660130719,0.52411575562701,0.54320987654321,0.372340425531915,0.380704041720991,0.5,0.46078431372549,0.572727272727273,0.551020408163265,0.651741293532338,0.7,0.421686746987952,0.695906432748538
wizard-vicuna-13B-HF,0.51877133105802,0.587134037044414,0.48875948861571,0.32,0.407407407407407,0.473684210526316,0.5,0.471698113207547,0.486111111111111,0.33,0.46,0.31,0.358381502890173,0.176470588235294,0.61,0.382978723404255,0.280701754385965,0.406896551724138,0.275132275132275,0.380952380952381,0.3,0.52258064516129,0.359605911330049,0.52,0.654545454545455,0.616161616161616,0.683937823834197,0.415384615384615,0.237037037037037,0.432773109243698,0.304635761589404,0.64954128440367,0.310185185185185,0.676470588235294,0.670886075949367,0.596412556053812,0.625954198473283,0.636363636363636,0.592592592592593,0.601226993865031,0.366071428571429,0.660194174757282,0.717948717948718,0.59,0.675606641123883,0.531791907514451,0.345251396648045,0.555555555555556,0.495176848874598,0.524691358024691,0.343971631205674,0.408735332464146,0.433823529411765,0.5,0.518181818181818,0.56734693877551,0.72636815920398,0.72,0.451807228915663,0.690058479532164
wizard-vicuna-13b,0.51877133105802,0.587134037044414,0.48875948861571,0.32,0.407407407407407,0.473684210526316,0.5,0.471698113207547,0.486111111111111,0.33,0.46,0.31,0.358381502890173,0.176470588235294,0.61,0.382978723404255,0.280701754385965,0.406896551724138,0.275132275132275,0.380952380952381,0.3,0.52258064516129,0.359605911330049,0.52,0.654545454545455,0.616161616161616,0.683937823834197,0.415384615384615,0.237037037037037,0.432773109243698,0.304635761589404,0.64954128440367,0.310185185185185,0.676470588235294,0.670886075949367,0.596412556053812,0.625954198473283,0.636363636363636,0.592592592592593,0.601226993865031,0.366071428571429,0.660194174757282,0.717948717948718,0.59,0.675606641123883,0.531791907514451,0.345251396648045,0.555555555555556,0.495176848874598,0.524691358024691,0.343971631205674,0.408735332464146,0.433823529411765,0.5,0.518181818181818,0.56734693877551,0.72636815920398,0.72,0.451807228915663,0.690058479532164
chinese-alpaca-plus-13b-hf,0.492320819112628,0.554072893845848,0.488141766637923,0.33,0.503703703703704,0.506578947368421,0.44,0.516981132075472,0.472222222222222,0.27,0.41,0.33,0.439306358381503,0.294117647058824,0.62,0.391489361702128,0.280701754385965,0.441379310344828,0.32010582010582,0.238095238095238,0.35,0.561290322580645,0.379310344827586,0.51,0.575757575757576,0.676767676767677,0.66839378238342,0.469230769230769,0.281481481481482,0.470588235294118,0.271523178807947,0.625688073394495,0.37962962962963,0.568627450980392,0.683544303797468,0.533632286995516,0.618320610687023,0.619834710743802,0.648148148148148,0.539877300613497,0.294642857142857,0.728155339805825,0.747863247863248,0.46,0.669220945083014,0.534682080924856,0.256983240223464,0.529411764705882,0.540192926045016,0.580246913580247,0.432624113475177,0.376140808344198,0.522058823529412,0.462418300653595,0.536363636363636,0.518367346938776,0.567164179104478,0.72,0.403614457831325,0.707602339181287
manticore-13b-chat-pyg,0.56740614334471,0.61929894443338,0.487639141582385,0.39,0.488888888888889,0.460526315789474,0.45,0.509433962264151,0.506944444444444,0.3,0.45,0.32,0.421965317919075,0.225490196078431,0.59,0.391489361702128,0.315789473684211,0.393103448275862,0.285714285714286,0.301587301587302,0.34,0.541935483870968,0.320197044334975,0.52,0.606060606060606,0.590909090909091,0.683937823834197,0.461538461538462,0.27037037037037,0.457983193277311,0.278145695364238,0.64954128440367,0.25462962962963,0.681372549019608,0.708860759493671,0.57847533632287,0.541984732824428,0.636363636363636,0.564814814814815,0.576687116564417,0.339285714285714,0.679611650485437,0.722222222222222,0.54,0.680715197956577,0.517341040462428,0.236871508379888,0.506535947712418,0.556270096463023,0.530864197530864,0.382978723404255,0.408735332464146,0.463235294117647,0.504901960784314,0.609090909090909,0.510204081632653,0.626865671641791,0.78,0.41566265060241,0.719298245614035
oasst-llama-13b-1000-steps,0.544368600682594,0.616610237004581,0.486495941479304,0.35,0.496296296296296,0.486842105263158,0.45,0.520754716981132,0.5,0.31,0.38,0.31,0.416184971098266,0.235294117647059,0.61,0.387234042553192,0.298245614035088,0.427586206896552,0.306878306878307,0.261904761904762,0.36,0.532258064516129,0.339901477832512,0.47,0.618181818181818,0.601010101010101,0.66839378238342,0.453846153846154,0.255555555555556,0.449579831932773,0.304635761589404,0.645871559633028,0.287037037037037,0.681372549019608,0.708860759493671,0.565022421524664,0.557251908396947,0.644628099173554,0.527777777777778,0.515337423312884,0.330357142857143,0.650485436893204,0.756410256410256,0.52,0.681992337164751,0.528901734104046,0.24804469273743,0.53921568627451,0.543408360128617,0.577160493827161,0.375886524822695,0.404172099087353,0.459558823529412,0.488562091503268,0.590909090909091,0.514285714285714,0.651741293532338,0.77,0.457831325301205,0.707602339181287
oasst-llama-13b-2-epochs,0.546928327645051,0.619000199163513,0.485634902535849,0.31,0.496296296296296,0.447368421052632,0.48,0.520754716981132,0.458333333333333,0.29,0.36,0.31,0.416184971098266,0.166666666666667,0.64,0.378723404255319,0.307017543859649,0.43448275862069,0.285714285714286,0.26984126984127,0.39,0.529032258064516,0.354679802955665,0.46,0.618181818181818,0.570707070707071,0.678756476683938,0.448717948717949,0.27037037037037,0.466386554621849,0.317880794701987,0.636697247706422,0.291666666666667,0.602941176470588,0.687763713080169,0.57847533632287,0.610687022900763,0.611570247933884,0.555555555555556,0.52760736196319,0.348214285714286,0.660194174757282,0.747863247863248,0.56,0.673052362707535,0.508670520231214,0.290502793296089,0.535947712418301,0.527331189710611,0.564814814814815,0.361702127659575,0.389830508474576,0.529411764705882,0.480392156862745,0.581818181818182,0.538775510204082,0.651741293532338,0.81,0.451807228915663,0.690058479532164
bactrian-x-llama-13b-merged,0.541808873720137,0.58972316271659,0.483967673759325,0.26,0.437037037037037,0.513157894736842,0.49,0.486792452830189,0.493055555555556,0.29,0.43,0.29,0.393063583815029,0.254901960784314,0.66,0.391489361702128,0.228070175438596,0.455172413793103,0.285714285714286,0.325396825396825,0.34,0.516129032258065,0.389162561576355,0.49,0.563636363636364,0.595959595959596,0.647668393782383,0.420512820512821,0.266666666666667,0.453781512605042,0.317880794701987,0.627522935779817,0.296296296296296,0.602941176470588,0.691983122362869,0.565022421524664,0.618320610687023,0.628099173553719,0.555555555555556,0.558282208588957,0.303571428571429,0.669902912621359,0.769230769230769,0.56,0.673052362707535,0.560693641618497,0.283798882681564,0.57843137254902,0.495176848874598,0.54320987654321,0.365248226950355,0.377444589308996,0.481617647058824,0.477124183006536,0.545454545454545,0.546938775510204,0.706467661691542,0.72,0.403614457831325,0.695906432748538
Llama-2-7b-chat-hf,0.494880546075085,0.59788886675961,0.483188255301044,0.28,0.42962962962963,0.486842105263158,0.53,0.535849056603774,0.520833333333333,0.29,0.38,0.36,0.398843930635838,0.225490196078431,0.58,0.408510638297872,0.37719298245614,0.489655172413793,0.298941798941799,0.253968253968254,0.36,0.52258064516129,0.364532019704434,0.41,0.587878787878788,0.606060606060606,0.715025906735751,0.425641025641026,0.255555555555556,0.42436974789916,0.291390728476821,0.675229357798165,0.333333333333333,0.676470588235294,0.666666666666667,0.560538116591928,0.572519083969466,0.628099173553719,0.583333333333333,0.552147239263804,0.303571428571429,0.669902912621359,0.709401709401709,0.5,0.675606641123883,0.514450867052023,0.220111731843575,0.519607843137255,0.565916398713826,0.567901234567901,0.372340425531915,0.35006518904824,0.455882352941176,0.480392156862745,0.527272727272727,0.526530612244898,0.646766169154229,0.72,0.433734939759036,0.725146198830409
guanaco-13B-HF,0.548634812286689,0.635331607249552,0.482807588587743,0.26,0.474074074074074,0.493421052631579,0.48,0.479245283018868,0.451388888888889,0.31,0.44,0.35,0.393063583815029,0.245098039215686,0.62,0.404255319148936,0.298245614035088,0.441379310344828,0.277777777777778,0.357142857142857,0.36,0.538709677419355,0.354679802955665,0.48,0.575757575757576,0.575757575757576,0.663212435233161,0.443589743589744,0.292592592592593,0.483193277310924,0.291390728476821,0.63302752293578,0.314814814814815,0.588235294117647,0.683544303797468,0.560538116591928,0.595419847328244,0.603305785123967,0.537037037037037,0.478527607361963,0.3125,0.650485436893204,0.709401709401709,0.49,0.657726692209451,0.53757225433526,0.287150837988827,0.526143790849673,0.540192926045016,0.558641975308642,0.386524822695035,0.395045632333768,0.547794117647059,0.478758169934641,0.572727272727273,0.522448979591837,0.621890547263682,0.79,0.445783132530121,0.660818713450292
vicuna-7b-v1.3,0.476962457337884,0.579565823541127,0.481371668494,0.24,0.42962962962963,0.486842105263158,0.49,0.539622641509434,0.506944444444444,0.3,0.44,0.36,0.393063583815029,0.254901960784314,0.6,0.361702127659575,0.219298245614035,0.455172413793103,0.325396825396825,0.341269841269841,0.3,0.516129032258065,0.374384236453202,0.41,0.587878787878788,0.626262626262626,0.72020725388601,0.476923076923077,0.259259259259259,0.436974789915966,0.298013245033113,0.629357798165138,0.458333333333333,0.622549019607843,0.637130801687764,0.57847533632287,0.572519083969466,0.677685950413223,0.666666666666667,0.552147239263804,0.294642857142857,0.631067961165049,0.717948717948718,0.56,0.655172413793103,0.520231213872832,0.242458100558659,0.532679738562092,0.533762057877814,0.558641975308642,0.343971631205674,0.363754889178618,0.466911764705882,0.436274509803922,0.5,0.551020408163265,0.676616915422886,0.68,0.367469879518072,0.660818713450292
Dans-PileOfSets-Mk1-llama-13b-merged,0.556313993174061,0.624676359290978,0.481248518525303,0.36,0.474074074074074,0.467105263157895,0.46,0.49811320754717,0.486111111111111,0.27,0.39,0.35,0.421965317919075,0.196078431372549,0.64,0.395744680851064,0.298245614035088,0.413793103448276,0.272486772486773,0.285714285714286,0.36,0.519354838709678,0.315270935960591,0.5,0.606060606060606,0.565656565656566,0.647668393782383,0.456410256410256,0.259259259259259,0.466386554621849,0.304635761589404,0.627522935779817,0.268518518518519,0.57843137254902,0.69620253164557,0.538116591928251,0.564885496183206,0.636363636363636,0.537037037037037,0.496932515337423,0.3125,0.650485436893204,0.726495726495727,0.52,0.660280970625798,0.523121387283237,0.26927374301676,0.532679738562092,0.553054662379421,0.540123456790123,0.375886524822695,0.372229465449804,0.522058823529412,0.5,0.645454545454546,0.551020408163265,0.626865671641791,0.79,0.433734939759036,0.701754385964912
Llama-2-7b-chat-orcah,0.418941979522184,0.568611830312687,0.481080810596293,0.25,0.42962962962963,0.5,0.49,0.516981132075472,0.465277777777778,0.29,0.37,0.31,0.450867052023121,0.205882352941176,0.56,0.425531914893617,0.350877192982456,0.475862068965517,0.317460317460317,0.246031746031746,0.37,0.561290322580645,0.374384236453202,0.49,0.618181818181818,0.611111111111111,0.694300518134715,0.453846153846154,0.255555555555556,0.42436974789916,0.28476821192053,0.664220183486239,0.356481481481481,0.647058823529412,0.654008438818565,0.520179372197309,0.572519083969466,0.71900826446281,0.555555555555556,0.56441717791411,0.321428571428571,0.679611650485437,0.726495726495727,0.54,0.670498084291188,0.5,0.243575418994413,0.542483660130719,0.572347266881029,0.555555555555556,0.347517730496454,0.33767926988266,0.448529411764706,0.46078431372549,0.536363636363636,0.514285714285714,0.63681592039801,0.66,0.403614457831325,0.678362573099415
mpt-30b,0.52901023890785,0.619597689703246,0.479287332367552,0.32,0.488888888888889,0.407894736842105,0.53,0.479245283018868,0.520833333333333,0.32,0.43,0.36,0.445086705202312,0.294117647058824,0.59,0.421276595744681,0.289473684210526,0.503448275862069,0.328042328042328,0.277777777777778,0.37,0.538709677419355,0.349753694581281,0.53,0.6,0.595959595959596,0.642487046632124,0.461538461538462,0.285185185185185,0.436974789915966,0.291390728476821,0.675229357798165,0.37962962962963,0.666666666666667,0.670886075949367,0.542600896860987,0.541984732824428,0.43801652892562,0.453703703703704,0.484662576687117,0.455357142857143,0.553398058252427,0.713675213675214,0.49,0.687100893997446,0.511560693641619,0.267039106145251,0.516339869281046,0.546623794212219,0.564814814814815,0.358156028368794,0.378096479791395,0.382352941176471,0.459150326797386,0.581818181818182,0.551020408163265,0.54726368159204,0.67,0.445783132530121,0.678362573099415
Wizard-Vicuna-13B-Uncensored-HF,0.565699658703072,0.621888070105557,0.479222787551183,0.3,0.466666666666667,0.473684210526316,0.49,0.471698113207547,0.486111111111111,0.3,0.41,0.32,0.404624277456647,0.235294117647059,0.59,0.417021276595745,0.298245614035088,0.4,0.253968253968254,0.349206349206349,0.31,0.519354838709678,0.320197044334975,0.52,0.624242424242424,0.555555555555556,0.663212435233161,0.423076923076923,0.211111111111111,0.441176470588235,0.225165562913907,0.623853211009174,0.231481481481481,0.651960784313726,0.691983122362869,0.569506726457399,0.595419847328244,0.669421487603306,0.546296296296296,0.54601226993865,0.375,0.601941747572816,0.764957264957265,0.57,0.676883780332056,0.508670520231214,0.24804469273743,0.5,0.553054662379421,0.537037037037037,0.361702127659575,0.405475880052151,0.492647058823529,0.508169934640523,0.527272727272727,0.530612244897959,0.63681592039801,0.77,0.451807228915663,0.690058479532164
Wizard-Vicuna-13B-Uncensored,0.565699658703072,0.621888070105557,0.479222787551183,0.3,0.466666666666667,0.473684210526316,0.49,0.471698113207547,0.486111111111111,0.3,0.41,0.32,0.404624277456647,0.235294117647059,0.59,0.417021276595745,0.298245614035088,0.4,0.253968253968254,0.349206349206349,0.31,0.519354838709678,0.320197044334975,0.52,0.624242424242424,0.555555555555556,0.663212435233161,0.423076923076923,0.211111111111111,0.441176470588235,0.225165562913907,0.623853211009174,0.231481481481481,0.651960784313726,0.691983122362869,0.569506726457399,0.595419847328244,0.669421487603306,0.546296296296296,0.54601226993865,0.375,0.601941747572816,0.764957264957265,0.57,0.676883780332056,0.508670520231214,0.24804469273743,0.5,0.553054662379421,0.537037037037037,0.361702127659575,0.405475880052151,0.492647058823529,0.508169934640523,0.527272727272727,0.530612244897959,0.63681592039801,0.77,0.451807228915663,0.690058479532164
Alpacino13b,0.550341296928328,0.614120693089026,0.479176827556331,0.38,0.474074074074074,0.43421052631579,0.47,0.471698113207547,0.465277777777778,0.31,0.41,0.36,0.433526011560694,0.205882352941176,0.61,0.429787234042553,0.289473684210526,0.393103448275862,0.246031746031746,0.349206349206349,0.34,0.516129032258065,0.305418719211823,0.49,0.612121212121212,0.53030303030303,0.647668393782383,0.438461538461538,0.274074074074074,0.470588235294118,0.271523178807947,0.629357798165138,0.273148148148148,0.593137254901961,0.687763713080169,0.565022421524664,0.564885496183206,0.652892561983471,0.537037037037037,0.56441717791411,0.339285714285714,0.650485436893204,0.726495726495727,0.51,0.666666666666667,0.514450867052023,0.243575418994413,0.513071895424837,0.543408360128617,0.533950617283951,0.351063829787234,0.371577574967405,0.514705882352941,0.485294117647059,0.590909090909091,0.538775510204082,0.656716417910448,0.76,0.439759036144578,0.666666666666667
Alpacino-SuperCOT-13B,0.545221843003413,0.617705636327425,0.478925054958344,0.33,0.488888888888889,0.5,0.47,0.49811320754717,0.451388888888889,0.33,0.44,0.3,0.456647398843931,0.205882352941176,0.6,0.408510638297872,0.219298245614035,0.4,0.275132275132275,0.317460317460317,0.31,0.516129032258065,0.280788177339901,0.52,0.606060606060606,0.54040404040404,0.647668393782383,0.433333333333333,0.248148148148148,0.46218487394958,0.264900662251656,0.627522935779817,0.291666666666667,0.607843137254902,0.70042194092827,0.614349775784753,0.557251908396947,0.677685950413223,0.555555555555556,0.521472392638037,0.357142857142857,0.679611650485437,0.743589743589744,0.5,0.692209450830141,0.511560693641619,0.239106145251397,0.519607843137255,0.533762057877814,0.527777777777778,0.343971631205674,0.378096479791395,0.518382352941177,0.488562091503268,0.581818181818182,0.481632653061225,0.671641791044776,0.75,0.409638554216867,0.695906432748538
instruct-13b,0.540102389078498,0.618801035650269,0.478921299364271,0.31,0.481481481481481,0.486842105263158,0.52,0.49811320754717,0.513888888888889,0.42,0.42,0.3,0.416184971098266,0.215686274509804,0.56,0.408510638297872,0.315789473684211,0.489655172413793,0.259259259259259,0.30952380952381,0.27,0.570967741935484,0.310344827586207,0.48,0.636363636363636,0.636363636363636,0.663212435233161,0.420512820512821,0.218518518518519,0.487394957983193,0.23841059602649,0.677064220183486,0.314814814814815,0.632352941176471,0.607594936708861,0.524663677130045,0.541984732824428,0.644628099173554,0.555555555555556,0.601226993865031,0.357142857142857,0.650485436893204,0.764957264957265,0.46,0.673052362707535,0.514450867052023,0.244692737430168,0.480392156862745,0.520900321543408,0.540123456790123,0.368794326241135,0.391786179921773,0.474264705882353,0.483660130718954,0.572727272727273,0.481632653061225,0.572139303482587,0.69,0.433734939759036,0.666666666666667
Manticore-13b-Chat-Pyg-Guanaco,0.52901023890785,0.614917347142004,0.478093046369948,0.4,0.474074074074074,0.473684210526316,0.45,0.505660377358491,0.506944444444444,0.31,0.43,0.32,0.375722543352601,0.235294117647059,0.6,0.412765957446809,0.350877192982456,0.379310344827586,0.291005291005291,0.301587301587302,0.36,0.512903225806452,0.344827586206897,0.49,0.551515151515152,0.580808080808081,0.683937823834197,0.412820512820513,0.296296296296296,0.487394957983193,0.258278145695364,0.629357798165138,0.300925925925926,0.632352941176471,0.637130801687764,0.591928251121076,0.526717557251908,0.570247933884298,0.601851851851852,0.521472392638037,0.357142857142857,0.640776699029126,0.722222222222222,0.47,0.655172413793103,0.531791907514451,0.262569832402235,0.470588235294118,0.508038585209003,0.564814814814815,0.407801418439716,0.387874837027379,0.481617647058824,0.464052287581699,0.563636363636364,0.522448979591837,0.567164179104478,0.76,0.421686746987952,0.68421052631579
openbuddy-openllama-13b-v7-fp16,0.446245733788396,0.547400916152161,0.477422183683549,0.29,0.466666666666667,0.513157894736842,0.39,0.486792452830189,0.479166666666667,0.31,0.32,0.27,0.421965317919075,0.235294117647059,0.62,0.387234042553192,0.263157894736842,0.482758620689655,0.275132275132275,0.246031746031746,0.36,0.525806451612903,0.344827586206897,0.46,0.606060606060606,0.606060606060606,0.66839378238342,0.420512820512821,0.281481481481482,0.415966386554622,0.357615894039735,0.605504587155963,0.305555555555556,0.622549019607843,0.586497890295359,0.573991031390135,0.610687022900763,0.652892561983471,0.537037037037037,0.613496932515337,0.392857142857143,0.601941747572816,0.722222222222222,0.59,0.665389527458493,0.5,0.241340782122905,0.532679738562092,0.527331189710611,0.546296296296296,0.333333333333333,0.368318122555411,0.459558823529412,0.452614379084967,0.618181818181818,0.485714285714286,0.611940298507463,0.75,0.475903614457831,0.725146198830409
llama-13b,0.52901023890785,0.60744871539534,0.476715988702023,0.32,0.459259259259259,0.473684210526316,0.46,0.460377358490566,0.465277777777778,0.29,0.41,0.36,0.427745664739884,0.186274509803922,0.63,0.387234042553192,0.280701754385965,0.427586206896552,0.264550264550265,0.325396825396825,0.36,0.52258064516129,0.280788177339901,0.49,0.624242424242424,0.550505050505051,0.66839378238342,0.464102564102564,0.259259259259259,0.478991596638656,0.304635761589404,0.611009174311927,0.300925925925926,0.563725490196078,0.675105485232068,0.542600896860987,0.572519083969466,0.644628099173554,0.518518518518519,0.52760736196319,0.321428571428571,0.660194174757282,0.717948717948718,0.53,0.644955300127714,0.5,0.291620111731844,0.503267973856209,0.540192926045016,0.512345679012346,0.340425531914894,0.372229465449804,0.511029411764706,0.490196078431373,0.618181818181818,0.526530612244898,0.611940298507463,0.78,0.433734939759036,0.678362573099415
tulu-7B-fp16,0.462457337883959,0.574885480979885,0.47632843850866,0.24,0.451851851851852,0.473684210526316,0.56,0.490566037735849,0.5,0.3,0.43,0.31,0.427745664739884,0.274509803921569,0.64,0.374468085106383,0.289473684210526,0.406896551724138,0.251322751322751,0.30952380952381,0.31,0.480645161290323,0.310344827586207,0.45,0.660606060606061,0.590909090909091,0.673575129533679,0.435897435897436,0.296296296296296,0.390756302521008,0.271523178807947,0.671559633027523,0.384259259259259,0.622549019607843,0.662447257383966,0.52914798206278,0.511450381679389,0.611570247933884,0.564814814814815,0.570552147239264,0.339285714285714,0.660194174757282,0.756410256410256,0.61,0.652618135376756,0.511560693641619,0.29608938547486,0.503267973856209,0.491961414790997,0.537037037037037,0.343971631205674,0.354628422425033,0.4375,0.457516339869281,0.563636363636364,0.489795918367347,0.661691542288557,0.69,0.409638554216867,0.654970760233918
vigogne-13b-instruct,0.549488054607509,0.616311491734714,0.476188879710803,0.34,0.481481481481481,0.486842105263158,0.46,0.513207547169811,0.465277777777778,0.28,0.36,0.32,0.404624277456647,0.254901960784314,0.57,0.412765957446809,0.271929824561404,0.372413793103448,0.275132275132275,0.261904761904762,0.36,0.512903225806452,0.275862068965517,0.53,0.6,0.580808080808081,0.621761658031088,0.433333333333333,0.303703703703704,0.470588235294118,0.278145695364238,0.645871559633028,0.305555555555556,0.588235294117647,0.704641350210971,0.582959641255605,0.50381679389313,0.677685950413223,0.537037037037037,0.552147239263804,0.339285714285714,0.679611650485437,0.722222222222222,0.55,0.683269476372925,0.520231213872832,0.241340782122905,0.513071895424837,0.517684887459807,0.540123456790123,0.361702127659575,0.408083441981747,0.485294117647059,0.48202614379085,0.572727272727273,0.493877551020408,0.621890547263682,0.75,0.41566265060241,0.649122807017544
llama-13b,0.531569965870307,0.60744871539534,0.476105883021701,0.31,0.459259259259259,0.473684210526316,0.46,0.464150943396226,0.458333333333333,0.28,0.41,0.36,0.416184971098266,0.186274509803922,0.63,0.391489361702128,0.280701754385965,0.413793103448276,0.264550264550265,0.325396825396825,0.36,0.52258064516129,0.280788177339901,0.48,0.624242424242424,0.550505050505051,0.66839378238342,0.461538461538462,0.259259259259259,0.478991596638656,0.304635761589404,0.609174311926606,0.296296296296296,0.568627450980392,0.675105485232068,0.551569506726457,0.572519083969466,0.644628099173554,0.518518518518519,0.52760736196319,0.321428571428571,0.660194174757282,0.717948717948718,0.52,0.646232439335888,0.5,0.298324022346369,0.503267973856209,0.543408360128617,0.515432098765432,0.336879432624113,0.372229465449804,0.514705882352941,0.488562091503268,0.618181818181818,0.526530612244898,0.611940298507463,0.78,0.439759036144578,0.68421052631579
galactica-30b,0.4419795221843,0.456980681139215,0.475618109976094,0.27,0.548148148148148,0.532894736842105,0.48,0.554716981132076,0.583333333333333,0.37,0.45,0.36,0.502890173410405,0.343137254901961,0.66,0.472340425531915,0.342105263157895,0.56551724137931,0.32010582010582,0.277777777777778,0.34,0.554838709677419,0.448275862068966,0.54,0.63030303030303,0.535353535353535,0.575129533678757,0.425641025641026,0.251851851851852,0.449579831932773,0.377483443708609,0.625688073394495,0.351851851851852,0.426470588235294,0.59915611814346,0.569506726457399,0.572519083969466,0.669421487603306,0.518518518518519,0.496932515337423,0.330357142857143,0.621359223300971,0.705128205128205,0.58,0.501915708812261,0.456647398843931,0.240223463687151,0.529411764705882,0.485530546623794,0.530864197530864,0.358156028368794,0.344198174706649,0.488970588235294,0.504901960784314,0.5,0.4,0.572139303482587,0.52,0.433734939759036,0.415204678362573
airoboros-13b-gpt4-1.4,0.575938566552901,0.634534953196574,0.475083937248551,0.3,0.451851851851852,0.453947368421053,0.51,0.464150943396226,0.506944444444444,0.3,0.41,0.32,0.393063583815029,0.245098039215686,0.63,0.417021276595745,0.271929824561404,0.386206896551724,0.256613756613757,0.317460317460317,0.31,0.506451612903226,0.315270935960591,0.52,0.654545454545455,0.505050505050505,0.652849740932643,0.448717948717949,0.237037037037037,0.436974789915966,0.23841059602649,0.625688073394495,0.240740740740741,0.622549019607843,0.70042194092827,0.573991031390135,0.595419847328244,0.685950413223141,0.490740740740741,0.54601226993865,0.339285714285714,0.660194174757282,0.730769230769231,0.55,0.669220945083014,0.5,0.251396648044693,0.509803921568627,0.533762057877814,0.549382716049383,0.351063829787234,0.39374185136897,0.5,0.504901960784314,0.481818181818182,0.489795918367347,0.641791044776119,0.77,0.421686746987952,0.690058479532164
gpt4-alpaca-lora-13B-HF,0.571672354948805,0.623381796454889,0.474845466338966,0.3,0.488888888888889,0.473684210526316,0.46,0.471698113207547,0.465277777777778,0.31,0.45,0.32,0.404624277456647,0.245098039215686,0.61,0.434042553191489,0.289473684210526,0.386206896551724,0.243386243386243,0.325396825396825,0.34,0.5,0.315270935960591,0.48,0.624242424242424,0.550505050505051,0.637305699481865,0.428205128205128,0.233333333333333,0.441176470588235,0.264900662251656,0.620183486238532,0.226851851851852,0.57843137254902,0.687763713080169,0.542600896860987,0.572519083969466,0.661157024793388,0.481481481481481,0.539877300613497,0.375,0.640776699029126,0.743589743589744,0.52,0.662835249042146,0.520231213872832,0.239106145251397,0.522875816993464,0.540192926045016,0.521604938271605,0.365248226950355,0.380704041720991,0.522058823529412,0.496732026143791,0.581818181818182,0.530612244897959,0.656716417910448,0.76,0.421686746987952,0.660818713450292
mpt-30b,0.515358361774744,0.619498107946624,0.473865816837925,0.3,0.466666666666667,0.421052631578947,0.55,0.467924528301887,0.486111111111111,0.28,0.43,0.35,0.439306358381503,0.303921568627451,0.58,0.417021276595745,0.315789473684211,0.475862068965517,0.30952380952381,0.285714285714286,0.34,0.538709677419355,0.364532019704434,0.52,0.593939393939394,0.585858585858586,0.632124352331606,0.443589743589744,0.266666666666667,0.432773109243698,0.28476821192053,0.664220183486239,0.361111111111111,0.666666666666667,0.683544303797468,0.533632286995516,0.519083969465649,0.454545454545455,0.462962962962963,0.49079754601227,0.446428571428571,0.54368932038835,0.696581196581197,0.49,0.690932311621967,0.520231213872832,0.250279329608939,0.493464052287582,0.556270096463023,0.561728395061728,0.351063829787234,0.377444589308996,0.375,0.447712418300654,0.554545454545455,0.583673469387755,0.562189054726368,0.66,0.469879518072289,0.660818713450292
llama-13b-pretrained-sft-do2,0.564846416382253,0.608145787691695,0.472486407466713,0.3,0.496296296296296,0.447368421052632,0.45,0.50188679245283,0.472222222222222,0.34,0.41,0.35,0.421965317919075,0.294117647058824,0.64,0.374468085106383,0.280701754385965,0.43448275862069,0.30952380952381,0.30952380952381,0.3,0.509677419354839,0.305418719211823,0.5,0.606060606060606,0.606060606060606,0.663212435233161,0.430769230769231,0.259259259259259,0.466386554621849,0.271523178807947,0.623853211009174,0.375,0.637254901960784,0.670886075949367,0.497757847533632,0.49618320610687,0.603305785123967,0.527777777777778,0.45398773006135,0.321428571428571,0.660194174757282,0.756410256410256,0.49,0.647509578544061,0.494219653179191,0.329608938547486,0.496732026143791,0.498392282958199,0.512345679012346,0.319148936170213,0.385919165580183,0.452205882352941,0.450980392156863,0.581818181818182,0.485714285714286,0.611940298507463,0.7,0.427710843373494,0.672514619883041
GPT-JT-6B-v1,0.382252559726963,0.487452698665605,0.471901811051656,0.3,0.533333333333333,0.552631578947369,0.54,0.524528301886792,0.5,0.42,0.35,0.46,0.485549132947977,0.284313725490196,0.62,0.391489361702128,0.368421052631579,0.475862068965517,0.293650793650794,0.293650793650794,0.45,0.503225806451613,0.399014778325123,0.48,0.454545454545455,0.606060606060606,0.606217616580311,0.438461538461538,0.22962962962963,0.420168067226891,0.384105960264901,0.543119266055046,0.384259259259259,0.446078431372549,0.510548523206751,0.515695067264574,0.549618320610687,0.59504132231405,0.546296296296296,0.503067484662577,0.321428571428571,0.640776699029126,0.606837606837607,0.66,0.494252873563218,0.505780346820809,0.239106145251397,0.490196078431373,0.47588424437299,0.493827160493827,0.340425531914894,0.363102998696219,0.400735294117647,0.393790849673203,0.627272727272727,0.497959183673469,0.631840796019901,0.72,0.451807228915663,0.584795321637427
Metharme-13b-Merged,0.573378839590444,0.612228639713205,0.471769532054648,0.31,0.444444444444444,0.427631578947368,0.45,0.471698113207547,0.5,0.32,0.4,0.32,0.393063583815029,0.205882352941176,0.62,0.374468085106383,0.289473684210526,0.413793103448276,0.275132275132275,0.396825396825397,0.33,0.493548387096774,0.285714285714286,0.49,0.612121212121212,0.52020202020202,0.66839378238342,0.41025641025641,0.240740740740741,0.428571428571429,0.231788079470199,0.596330275229358,0.25,0.612745098039216,0.691983122362869,0.556053811659193,0.50381679389313,0.702479338842975,0.537037037037037,0.576687116564417,0.383928571428571,0.669902912621359,0.696581196581197,0.52,0.673052362707535,0.491329479768786,0.235754189944134,0.486928104575163,0.514469453376206,0.537037037037037,0.365248226950355,0.393089960886571,0.481617647058824,0.508169934640523,0.554545454545455,0.510204081632653,0.671641791044776,0.77,0.41566265060241,0.660818713450292
llama-13b-pretrained,0.533276450511945,0.593208524198367,0.470261127755562,0.25,0.444444444444444,0.43421052631579,0.42,0.483018867924528,0.458333333333333,0.31,0.39,0.36,0.416184971098266,0.264705882352941,0.61,0.404255319148936,0.298245614035088,0.448275862068966,0.306878306878307,0.277777777777778,0.35,0.519354838709678,0.320197044334975,0.46,0.581818181818182,0.54040404040404,0.652849740932643,0.435897435897436,0.262962962962963,0.483193277310924,0.291390728476821,0.636697247706422,0.287037037037037,0.607843137254902,0.683544303797468,0.551569506726457,0.549618320610687,0.669421487603306,0.527777777777778,0.484662576687117,0.294642857142857,0.660194174757282,0.722222222222222,0.53,0.665389527458493,0.494219653179191,0.25586592178771,0.509803921568627,0.546623794212219,0.509259259259259,0.358156028368794,0.382659713168188,0.477941176470588,0.455882352941176,0.536363636363636,0.493877551020408,0.577114427860697,0.75,0.433734939759036,0.678362573099415
Llama-2-7b-hf,0.492320819112628,0.58832901812388,0.46866075004498,0.3,0.481481481481481,0.407894736842105,0.53,0.464150943396226,0.465277777777778,0.35,0.33,0.35,0.427745664739884,0.235294117647059,0.6,0.421276595744681,0.271929824561404,0.475862068965517,0.272486772486773,0.285714285714286,0.32,0.5,0.369458128078818,0.4,0.642424242424243,0.484848484848485,0.673575129533679,0.458974358974359,0.303703703703704,0.441176470588235,0.311258278145695,0.629357798165138,0.273148148148148,0.534313725490196,0.628691983122363,0.569506726457399,0.564885496183206,0.652892561983471,0.537037037037037,0.50920245398773,0.383928571428571,0.553398058252427,0.692307692307692,0.55,0.641123882503193,0.494219653179191,0.239106145251397,0.493464052287582,0.601286173633441,0.490740740740741,0.361702127659575,0.361799217731421,0.525735294117647,0.441176470588235,0.527272727272727,0.477551020408163,0.631840796019901,0.65,0.421686746987952,0.701754385964912
Luna-AI-Llama2-Uncensored,0.505972696245734,0.597291376219877,0.466960833206412,0.32,0.42962962962963,0.381578947368421,0.52,0.479245283018868,0.423611111111111,0.31,0.48,0.32,0.398843930635838,0.205882352941176,0.52,0.395744680851064,0.37719298245614,0.468965517241379,0.291005291005291,0.30952380952381,0.34,0.519354838709678,0.305418719211823,0.39,0.648484848484848,0.54040404040404,0.663212435233161,0.433333333333333,0.288888888888889,0.407563025210084,0.304635761589404,0.607339449541284,0.319444444444444,0.563725490196078,0.662447257383966,0.573991031390135,0.541984732824428,0.59504132231405,0.518518518518519,0.49079754601227,0.428571428571429,0.495145631067961,0.713675213675214,0.52,0.62962962962963,0.53757225433526,0.259217877094972,0.522875816993464,0.546623794212219,0.515432098765432,0.393617021276596,0.358539765319426,0.496323529411765,0.457516339869281,0.563636363636364,0.469387755102041,0.587064676616915,0.7,0.403614457831325,0.672514619883041
chatglm2-6b,0.37457337883959,0.459669388568014,0.466605848825869,0.28,0.414814814814815,0.532894736842105,0.61,0.486792452830189,0.388888888888889,0.4,0.33,0.32,0.421965317919075,0.215686274509804,0.56,0.4,0.307017543859649,0.468965517241379,0.317460317460317,0.349206349206349,0.36,0.558064516129032,0.45320197044335,0.42,0.6,0.555555555555556,0.569948186528497,0.448717948717949,0.262962962962963,0.432773109243698,0.291390728476821,0.592660550458716,0.337962962962963,0.588235294117647,0.662447257383966,0.466367713004484,0.480916030534351,0.603305785123967,0.583333333333333,0.49079754601227,0.4375,0.621359223300971,0.692307692307692,0.52,0.596424010217114,0.528901734104046,0.235754189944134,0.532679738562092,0.498392282958199,0.493827160493827,0.333333333333333,0.355932203389831,0.352941176470588,0.444444444444444,0.581818181818182,0.56734693877551,0.621890547263682,0.73,0.41566265060241,0.473684210526316
CAMEL-13B-Role-Playing-Data,0.503412969283277,0.596793467436766,0.466084178224718,0.3,0.437037037037037,0.447368421052632,0.43,0.486792452830189,0.416666666666667,0.32,0.32,0.32,0.375722543352601,0.215686274509804,0.58,0.378723404255319,0.245614035087719,0.4,0.251322751322751,0.293650793650794,0.37,0.493548387096774,0.29064039408867,0.5,0.612121212121212,0.545454545454545,0.647668393782383,0.41025641025641,0.251851851851852,0.428571428571429,0.278145695364238,0.612844036697248,0.273148148148148,0.651960784313726,0.679324894514768,0.573991031390135,0.557251908396947,0.661157024793388,0.490740740740741,0.49079754601227,0.455357142857143,0.631067961165049,0.743589743589744,0.54,0.674329501915709,0.494219653179191,0.237988826815642,0.522875816993464,0.556270096463023,0.521604938271605,0.322695035460993,0.383311603650587,0.463235294117647,0.465686274509804,0.545454545454545,0.542857142857143,0.621890547263682,0.73,0.409638554216867,0.666666666666667
llama-13b-pretrained-dropout,0.544368600682594,0.591615216092412,0.465884161872738,0.26,0.481481481481481,0.414473684210526,0.43,0.513207547169811,0.472222222222222,0.33,0.41,0.38,0.38728323699422,0.245098039215686,0.59,0.382978723404255,0.333333333333333,0.406896551724138,0.317460317460317,0.301587301587302,0.36,0.509677419354839,0.280788177339901,0.47,0.575757575757576,0.545454545454545,0.642487046632124,0.412820512820513,0.266666666666667,0.399159663865546,0.291390728476821,0.61651376146789,0.263888888888889,0.612745098039216,0.675105485232068,0.556053811659193,0.49618320610687,0.669421487603306,0.509259259259259,0.496932515337423,0.419642857142857,0.631067961165049,0.717948717948718,0.53,0.665389527458493,0.453757225433526,0.290502793296089,0.496732026143791,0.514469453376206,0.509259259259259,0.354609929078014,0.372881355932203,0.474264705882353,0.446078431372549,0.536363636363636,0.461224489795918,0.572139303482587,0.75,0.403614457831325,0.649122807017544
MedLLaMA_13B,0.510238907849829,0.586237801234814,0.463996084621432,0.31,0.525925925925926,0.480263157894737,0.44,0.490566037735849,0.479166666666667,0.35,0.38,0.35,0.421965317919075,0.215686274509804,0.58,0.4,0.228070175438596,0.379310344827586,0.238095238095238,0.333333333333333,0.35,0.512903225806452,0.280788177339901,0.44,0.575757575757576,0.515151515151515,0.658031088082902,0.438461538461538,0.296296296296296,0.445378151260504,0.337748344370861,0.587155963302752,0.347222222222222,0.529411764705882,0.624472573839663,0.52914798206278,0.534351145038168,0.652892561983471,0.490740740740741,0.429447852760736,0.366071428571429,0.592233009708738,0.64957264957265,0.52,0.620689655172414,0.502890173410405,0.25586592178771,0.545751633986928,0.495176848874598,0.503086419753086,0.354609929078014,0.332464146023468,0.525735294117647,0.468954248366013,0.563636363636364,0.538775510204082,0.631840796019901,0.72,0.427710843373494,0.654970760233918
llama-2-7b-guanaco-fp16,0.504266211604096,0.601175064728142,0.463777600004031,0.29,0.459259259259259,0.43421052631579,0.51,0.456603773584906,0.479166666666667,0.4,0.38,0.31,0.427745664739884,0.186274509803922,0.55,0.370212765957447,0.289473684210526,0.420689655172414,0.28042328042328,0.317460317460317,0.32,0.52258064516129,0.403940886699507,0.41,0.624242424242424,0.52020202020202,0.663212435233161,0.446153846153846,0.274074074074074,0.453781512605042,0.337748344370861,0.603669724770642,0.277777777777778,0.490196078431373,0.620253164556962,0.565022421524664,0.610687022900763,0.586776859504132,0.490740740740741,0.50920245398773,0.410714285714286,0.54368932038835,0.688034188034188,0.54,0.623243933588761,0.5,0.24804469273743,0.519607843137255,0.546623794212219,0.496913580246914,0.326241134751773,0.352020860495437,0.507352941176471,0.415032679738562,0.545454545454545,0.514285714285714,0.63681592039801,0.6,0.427710843373494,0.701754385964912
GPT4-x-Alpasta-13b,0.558873720136519,0.603565026887074,0.460277469895159,0.33,0.466666666666667,0.401315789473684,0.46,0.475471698113208,0.4375,0.31,0.46,0.39,0.38150289017341,0.254901960784314,0.6,0.391489361702128,0.280701754385965,0.379310344827586,0.304232804232804,0.317460317460317,0.27,0.512903225806452,0.275862068965517,0.5,0.612121212121212,0.601010101010101,0.647668393782383,0.425641025641026,0.251851851851852,0.466386554621849,0.251655629139073,0.607339449541284,0.356481481481481,0.627450980392157,0.649789029535865,0.511210762331839,0.480916030534351,0.59504132231405,0.518518518518519,0.447852760736196,0.3125,0.679611650485437,0.743589743589744,0.47,0.639846743295019,0.505780346820809,0.301675977653631,0.490196078431373,0.508038585209003,0.493827160493827,0.308510638297872,0.378096479791395,0.455882352941176,0.436274509803922,0.545454545454545,0.440816326530612,0.572139303482587,0.68,0.397590361445783,0.625730994152047
vicuna-7b-1.1,0.499146757679181,0.584445329615615,0.456288205487796,0.25,0.4,0.493421052631579,0.46,0.513207547169811,0.444444444444444,0.37,0.39,0.34,0.352601156069364,0.264705882352941,0.56,0.382978723404255,0.245614035087719,0.462068965517241,0.288359788359788,0.349206349206349,0.27,0.461290322580645,0.32512315270936,0.39,0.587878787878788,0.595959595959596,0.66839378238342,0.4,0.22962962962963,0.38655462184874,0.271523178807947,0.6,0.388888888888889,0.602941176470588,0.578059071729958,0.538116591928251,0.564885496183206,0.570247933884298,0.555555555555556,0.50920245398773,0.303571428571429,0.572815533980583,0.683760683760684,0.48,0.62962962962963,0.505780346820809,0.244692737430168,0.486928104575163,0.482315112540193,0.518518518518519,0.340425531914894,0.348761408083442,0.503676470588235,0.439542483660131,0.518181818181818,0.538775510204082,0.631840796019901,0.63,0.421686746987952,0.666666666666667
vicuna_7B_vanilla_1.1,0.499146757679181,0.584445329615615,0.456288205487796,0.25,0.4,0.493421052631579,0.46,0.513207547169811,0.444444444444444,0.37,0.39,0.34,0.352601156069364,0.264705882352941,0.56,0.382978723404255,0.245614035087719,0.462068965517241,0.288359788359788,0.349206349206349,0.27,0.461290322580645,0.32512315270936,0.39,0.587878787878788,0.595959595959596,0.66839378238342,0.4,0.22962962962963,0.38655462184874,0.271523178807947,0.6,0.388888888888889,0.602941176470588,0.578059071729958,0.538116591928251,0.564885496183206,0.570247933884298,0.555555555555556,0.50920245398773,0.303571428571429,0.572815533980583,0.683760683760684,0.48,0.62962962962963,0.505780346820809,0.244692737430168,0.486928104575163,0.482315112540193,0.518518518518519,0.340425531914894,0.348761408083442,0.503676470588235,0.439542483660131,0.518181818181818,0.538775510204082,0.631840796019901,0.63,0.421686746987952,0.666666666666667
llama-13b-pretrained-sft-epoch-1,0.546075085324232,0.596395140410277,0.455156274933633,0.24,0.466666666666667,0.467105263157895,0.4,0.445283018867925,0.451388888888889,0.25,0.39,0.32,0.369942196531792,0.196078431372549,0.61,0.387234042553192,0.254385964912281,0.482758620689655,0.26984126984127,0.301587301587302,0.37,0.490322580645161,0.310344827586207,0.45,0.56969696969697,0.494949494949495,0.642487046632124,0.405128205128205,0.237037037037037,0.420168067226891,0.245033112582781,0.596330275229358,0.231481481481481,0.632352941176471,0.658227848101266,0.551569506726457,0.541984732824428,0.619834710743802,0.527777777777778,0.47239263803681,0.330357142857143,0.650485436893204,0.700854700854701,0.5,0.687100893997446,0.491329479768786,0.239106145251397,0.467320261437909,0.520900321543408,0.481481481481481,0.336879432624113,0.382007822685789,0.452205882352941,0.480392156862745,0.536363636363636,0.43265306122449,0.601990049751244,0.76,0.409638554216867,0.713450292397661
WizardLM_13B_juniper,0.536689419795222,0.57966540529775,0.454574283362699,0.32,0.414814814814815,0.427631578947368,0.38,0.456603773584906,0.430555555555556,0.38,0.36,0.33,0.358381502890173,0.215686274509804,0.61,0.348936170212766,0.307017543859649,0.358620689655172,0.285714285714286,0.26984126984127,0.36,0.535483870967742,0.354679802955665,0.51,0.466666666666667,0.545454545454545,0.61139896373057,0.448717948717949,0.262962962962963,0.390756302521008,0.370860927152318,0.64954128440367,0.324074074074074,0.549019607843137,0.578059071729958,0.502242152466368,0.519083969465649,0.611570247933884,0.574074074074074,0.466257668711656,0.267857142857143,0.631067961165049,0.67948717948718,0.5,0.656449553001277,0.497109826589595,0.245810055865922,0.532679738562092,0.466237942122187,0.487654320987654,0.368794326241135,0.357887874837027,0.463235294117647,0.450980392156863,0.563636363636364,0.542857142857143,0.631840796019901,0.66,0.367469879518072,0.654970760233918
llama-13b-supercot,0.534129692832765,0.613523202549293,0.453605337042267,0.36,0.481481481481481,0.467105263157895,0.47,0.486792452830189,0.430555555555556,0.32,0.4,0.27,0.404624277456647,0.205882352941176,0.57,0.412765957446809,0.298245614035088,0.358620689655172,0.264550264550265,0.285714285714286,0.31,0.503225806451613,0.285714285714286,0.47,0.557575757575758,0.51010101010101,0.606217616580311,0.423076923076923,0.203703703703704,0.407563025210084,0.258278145695364,0.612844036697248,0.25,0.573529411764706,0.611814345991561,0.556053811659193,0.519083969465649,0.661157024793388,0.555555555555556,0.49079754601227,0.3125,0.640776699029126,0.700854700854701,0.47,0.683269476372925,0.46242774566474,0.239106145251397,0.473856209150327,0.517684887459807,0.537037037037037,0.326241134751773,0.354628422425033,0.4375,0.468954248366013,0.572727272727273,0.408163265306122,0.626865671641791,0.7,0.403614457831325,0.666666666666667
koala-13B-HF,0.495733788395904,0.576379207329217,0.45322068927682,0.28,0.451851851851852,0.407894736842105,0.43,0.467924528301887,0.465277777777778,0.26,0.34,0.3,0.393063583815029,0.235294117647059,0.55,0.336170212765957,0.254385964912281,0.475862068965517,0.253968253968254,0.333333333333333,0.26,0.464516129032258,0.285714285714286,0.47,0.624242424242424,0.580808080808081,0.637305699481865,0.4,0.240740740740741,0.420168067226891,0.271523178807947,0.581651376146789,0.351851851851852,0.627450980392157,0.649789029535865,0.493273542600897,0.564885496183206,0.652892561983471,0.527777777777778,0.478527607361963,0.419642857142857,0.524271844660194,0.670940170940171,0.45,0.621966794380587,0.520231213872832,0.251396648044693,0.535947712418301,0.508038585209003,0.506172839506173,0.326241134751773,0.378096479791395,0.389705882352941,0.426470588235294,0.481818181818182,0.575510204081633,0.651741293532338,0.73,0.41566265060241,0.631578947368421
firefly-ziya-13b,0.523890784982935,0.597291376219877,0.451800838255748,0.3,0.451851851851852,0.427631578947368,0.49,0.452830188679245,0.472222222222222,0.31,0.42,0.25,0.416184971098266,0.196078431372549,0.57,0.391489361702128,0.315789473684211,0.386206896551724,0.243386243386243,0.444444444444444,0.3,0.52258064516129,0.285714285714286,0.49,0.563636363636364,0.54040404040404,0.595854922279793,0.407692307692308,0.244444444444444,0.420168067226891,0.218543046357616,0.572477064220184,0.231481481481481,0.588235294117647,0.616033755274262,0.475336322869955,0.534351145038168,0.636363636363636,0.444444444444444,0.49079754601227,0.455357142857143,0.601941747572816,0.722222222222222,0.51,0.637292464878672,0.46242774566474,0.185474860335196,0.464052287581699,0.491961414790997,0.493827160493827,0.322695035460993,0.365058670143416,0.474264705882353,0.426470588235294,0.554545454545455,0.506122448979592,0.582089552238806,0.65,0.451807228915663,0.678362573099415
llama_7b_sharegpt94k_fastchat,0.493174061433447,0.574487153953396,0.446372607221075,0.25,0.414814814814815,0.447368421052632,0.46,0.50188679245283,0.486111111111111,0.37,0.34,0.3,0.335260115606936,0.254901960784314,0.58,0.412765957446809,0.280701754385965,0.455172413793103,0.285714285714286,0.293650793650794,0.26,0.512903225806452,0.280788177339901,0.39,0.563636363636364,0.555555555555556,0.632124352331606,0.394871794871795,0.218518518518519,0.357142857142857,0.258278145695364,0.577981651376147,0.328703703703704,0.544117647058824,0.60337552742616,0.538116591928251,0.49618320610687,0.628099173553719,0.583333333333333,0.533742331288344,0.3125,0.54368932038835,0.675213675213675,0.48,0.624521072796935,0.511560693641619,0.245810055865922,0.490196078431373,0.469453376205788,0.521604938271605,0.343971631205674,0.346153846153846,0.419117647058824,0.416666666666667,0.490909090909091,0.546938775510204,0.601990049751244,0.66,0.385542168674699,0.631578947368421
MedicWizard-7B,0.507679180887372,0.603664608643696,0.446102164066151,0.32,0.444444444444444,0.394736842105263,0.49,0.566037735849057,0.486111111111111,0.27,0.34,0.32,0.479768786127168,0.254901960784314,0.54,0.382978723404255,0.254385964912281,0.36551724137931,0.248677248677249,0.317460317460317,0.32,0.458064516129032,0.344827586206897,0.45,0.539393939393939,0.505050505050505,0.61139896373057,0.433333333333333,0.248148148148148,0.38655462184874,0.317880794701987,0.638532110091743,0.259259259259259,0.593137254901961,0.60337552742616,0.565022421524664,0.488549618320611,0.611570247933884,0.546296296296296,0.49079754601227,0.303571428571429,0.485436893203884,0.628205128205128,0.57,0.591315453384419,0.491329479768786,0.243575418994413,0.5,0.495176848874598,0.5,0.333333333333333,0.342894393741851,0.573529411764706,0.470588235294118,0.472727272727273,0.4,0.522388059701493,0.61,0.457831325301205,0.549707602339181
llama2_7b_chat_uncensored,0.499146757679181,0.596395140410277,0.44486236290137,0.31,0.422222222222222,0.401315789473684,0.5,0.422641509433962,0.4375,0.32,0.32,0.33,0.375722543352601,0.186274509803922,0.54,0.425531914893617,0.333333333333333,0.344827586206897,0.259259259259259,0.396825396825397,0.31,0.474193548387097,0.330049261083744,0.41,0.6,0.484848484848485,0.647668393782383,0.4,0.266666666666667,0.394957983193277,0.291390728476821,0.587155963302752,0.189814814814815,0.524509803921569,0.544303797468354,0.542600896860987,0.541984732824428,0.628099173553719,0.490740740740741,0.49079754601227,0.366071428571429,0.524271844660194,0.662393162393162,0.51,0.624521072796935,0.508670520231214,0.237988826815642,0.467320261437909,0.581993569131833,0.512345679012346,0.340425531914894,0.348761408083442,0.452205882352941,0.452614379084967,0.554545454545455,0.408163265306122,0.587064676616915,0.69,0.397590361445783,0.654970760233918
WizardLM-13B-Uncensored,0.489761092150171,0.58105954989046,0.439562528477329,0.3,0.4,0.348684210526316,0.46,0.449056603773585,0.395833333333333,0.24,0.41,0.39,0.375722543352601,0.205882352941176,0.54,0.412765957446809,0.271929824561404,0.36551724137931,0.26984126984127,0.30952380952381,0.38,0.454838709677419,0.266009852216749,0.48,0.533333333333333,0.535353535353535,0.61139896373057,0.420512820512821,0.281481481481482,0.42436974789916,0.218543046357616,0.555963302752294,0.25462962962963,0.588235294117647,0.607594936708861,0.551569506726457,0.435114503816794,0.570247933884298,0.518518518518519,0.447852760736196,0.401785714285714,0.601941747572816,0.692307692307692,0.5,0.620689655172414,0.445086705202312,0.284916201117318,0.483660130718954,0.463022508038585,0.481481481481481,0.333333333333333,0.353976531942634,0.408088235294118,0.459150326797386,0.563636363636364,0.46530612244898,0.527363184079602,0.66,0.391566265060241,0.637426900584795
galpaca-30b,0.459897610921502,0.444632543318064,0.437806930480255,0.31,0.511111111111111,0.493421052631579,0.43,0.49811320754717,0.493055555555556,0.42,0.39,0.38,0.445086705202312,0.313725490196078,0.62,0.425531914893617,0.368421052631579,0.524137931034483,0.312169312169312,0.253968253968254,0.33,0.551612903225807,0.374384236453202,0.45,0.496969696969697,0.525252525252525,0.518134715025907,0.402564102564103,0.288888888888889,0.42436974789916,0.311258278145695,0.585321100917431,0.337962962962963,0.411764705882353,0.531645569620253,0.520179372197309,0.488549618320611,0.553719008264463,0.481481481481481,0.45398773006135,0.383928571428571,0.495145631067961,0.602564102564103,0.56,0.476372924648787,0.442196531791908,0.237988826815642,0.506535947712418,0.418006430868167,0.432098765432099,0.301418439716312,0.321382007822686,0.419117647058824,0.439542483660131,0.427272727272727,0.383673469387755,0.507462686567164,0.56,0.421686746987952,0.391812865497076
open_llama_13b,0.45221843003413,0.541824337781318,0.437657133973115,0.33,0.444444444444444,0.467105263157895,0.4,0.411320754716981,0.444444444444444,0.35,0.41,0.34,0.375722543352601,0.254901960784314,0.59,0.357446808510638,0.315789473684211,0.462068965517241,0.253968253968254,0.23015873015873,0.35,0.458064516129032,0.310344827586207,0.32,0.509090909090909,0.550505050505051,0.606217616580311,0.448717948717949,0.240740740740741,0.457983193277311,0.304635761589404,0.579816513761468,0.263888888888889,0.563725490196078,0.50210970464135,0.452914798206278,0.534351145038168,0.495867768595041,0.481481481481481,0.588957055214724,0.357142857142857,0.58252427184466,0.585470085470086,0.54,0.597701149425287,0.482658959537572,0.256983240223464,0.42156862745098,0.511254019292605,0.537037037037037,0.319148936170213,0.319426336375489,0.386029411764706,0.38562091503268,0.472727272727273,0.428571428571429,0.562189054726368,0.69,0.433734939759036,0.619883040935673
open_llama_13b,0.463310580204778,0.564230233021311,0.437545283386816,0.33,0.459259259259259,0.480263157894737,0.39,0.415094339622642,0.430555555555556,0.34,0.44,0.33,0.375722543352601,0.254901960784314,0.59,0.361702127659575,0.307017543859649,0.455172413793103,0.246031746031746,0.23015873015873,0.35,0.458064516129032,0.310344827586207,0.34,0.478787878787879,0.545454545454545,0.601036269430052,0.448717948717949,0.244444444444444,0.46218487394958,0.298013245033113,0.58348623853211,0.268518518518519,0.563725490196078,0.493670886075949,0.457399103139013,0.526717557251908,0.495867768595041,0.490740740740741,0.576687116564417,0.357142857142857,0.592233009708738,0.598290598290598,0.53,0.59514687100894,0.502890173410405,0.268156424581006,0.418300653594771,0.501607717041801,0.54320987654321,0.322695035460993,0.317470664928292,0.386029411764706,0.383986928104575,0.472727272727273,0.428571428571429,0.552238805970149,0.68,0.439759036144578,0.619883040935673
starcoderplus,0.453071672354949,0.581457876916949,0.43721979024402,0.27,0.481481481481481,0.407894736842105,0.49,0.483018867924528,0.458333333333333,0.27,0.43,0.34,0.398843930635838,0.137254901960784,0.59,0.361702127659575,0.271929824561404,0.482758620689655,0.283068783068783,0.325396825396825,0.3,0.512903225806452,0.285714285714286,0.44,0.490909090909091,0.484848484848485,0.575129533678757,0.420512820512821,0.281481481481482,0.390756302521008,0.317880794701987,0.539449541284404,0.300925925925926,0.480392156862745,0.573839662447257,0.479820627802691,0.526717557251908,0.56198347107438,0.5,0.515337423312884,0.392857142857143,0.572815533980583,0.666666666666667,0.51,0.558109833971903,0.442196531791908,0.240223463687151,0.5,0.440514469453376,0.444444444444444,0.312056737588653,0.329856584093872,0.371323529411765,0.405228758169935,0.5,0.555102040816327,0.567164179104478,0.64,0.433734939759036,0.578947368421053
Baichuan-7B,0.392491467576792,0.519717187811193,0.435884605006623,0.32,0.422222222222222,0.506578947368421,0.5,0.441509433962264,0.416666666666667,0.29,0.33,0.3,0.421965317919075,0.245098039215686,0.63,0.327659574468085,0.280701754385965,0.496551724137931,0.283068783068783,0.285714285714286,0.3,0.451612903225806,0.364532019704434,0.41,0.424242424242424,0.550505050505051,0.606217616580311,0.364102564102564,0.240740740740741,0.394957983193277,0.251655629139073,0.585321100917431,0.273148148148148,0.495098039215686,0.527426160337553,0.461883408071749,0.549618320610687,0.603305785123967,0.509259259259259,0.49079754601227,0.419642857142857,0.572815533980583,0.611111111111111,0.48,0.60536398467433,0.447976878612717,0.249162011173184,0.447712418300654,0.459807073954984,0.515432098765432,0.361702127659575,0.326597131681877,0.345588235294118,0.433006535947712,0.527272727272727,0.485714285714286,0.577114427860697,0.58,0.41566265060241,0.631578947368421
WizardLM-13b-OpenAssistant-Uncensored,0.47098976109215,0.569806811392153,0.431464387706554,0.33,0.4,0.315789473684211,0.47,0.452830188679245,0.409722222222222,0.26,0.4,0.41,0.38150289017341,0.186274509803922,0.55,0.378723404255319,0.280701754385965,0.372413793103448,0.304232804232804,0.26984126984127,0.37,0.416129032258065,0.285714285714286,0.46,0.515151515151515,0.52020202020202,0.61139896373057,0.397435897435897,0.27037037037037,0.415966386554622,0.205298013245033,0.539449541284404,0.277777777777778,0.57843137254902,0.573839662447257,0.565022421524664,0.419847328244275,0.537190082644628,0.527777777777778,0.43558282208589,0.401785714285714,0.572815533980583,0.683760683760684,0.52,0.609195402298851,0.427745664739884,0.267039106145251,0.441176470588235,0.472668810289389,0.466049382716049,0.347517730496454,0.33767926988266,0.415441176470588,0.434640522875817,0.518181818181818,0.428571428571429,0.507462686567164,0.63,0.385542168674699,0.631578947368421
gogpt-7b,0.460750853242321,0.548297151961761,0.43033080846404,0.26,0.444444444444444,0.440789473684211,0.45,0.505660377358491,0.409722222222222,0.38,0.39,0.31,0.364161849710983,0.254901960784314,0.54,0.408510638297872,0.289473684210526,0.331034482758621,0.264550264550265,0.206349206349206,0.33,0.512903225806452,0.315270935960591,0.39,0.563636363636364,0.575757575757576,0.621761658031088,0.420512820512821,0.233333333333333,0.378151260504202,0.311258278145695,0.559633027522936,0.37962962962963,0.549019607843137,0.569620253164557,0.475336322869955,0.450381679389313,0.59504132231405,0.490740740740741,0.441717791411043,0.366071428571429,0.54368932038835,0.662393162393162,0.45,0.598978288633461,0.445086705202312,0.242458100558659,0.464052287581699,0.446945337620579,0.484567901234568,0.354609929078014,0.338331160365059,0.459558823529412,0.388888888888889,0.518181818181818,0.371428571428571,0.432835820895522,0.6,0.403614457831325,0.543859649122807
Pygmalion-13b-Merged,0.528156996587031,0.603565026887074,0.429300597087065,0.37,0.488888888888889,0.407894736842105,0.43,0.426415094339623,0.409722222222222,0.24,0.36,0.32,0.352601156069364,0.215686274509804,0.54,0.365957446808511,0.298245614035088,0.4,0.259259259259259,0.293650793650794,0.31,0.451612903225806,0.280788177339901,0.39,0.545454545454545,0.444444444444444,0.580310880829016,0.394871794871795,0.203703703703704,0.403361344537815,0.225165562913907,0.519266055045872,0.236111111111111,0.509803921568627,0.561181434599156,0.52914798206278,0.511450381679389,0.578512396694215,0.537037037037037,0.45398773006135,0.383928571428571,0.572815533980583,0.662393162393162,0.39,0.581098339719029,0.476878612716763,0.26145251396648,0.457516339869281,0.540192926045016,0.466049382716049,0.326241134751773,0.372881355932203,0.430147058823529,0.439542483660131,0.5,0.53469387755102,0.54726368159204,0.67,0.427710843373494,0.584795321637427
starchat-beta,0.498293515358362,0.621888070105557,0.428461977994554,0.26,0.474074074074074,0.440789473684211,0.46,0.464150943396226,0.465277777777778,0.3,0.41,0.39,0.375722543352601,0.186274509803922,0.59,0.353191489361702,0.298245614035088,0.448275862068966,0.261904761904762,0.365079365079365,0.28,0.458064516129032,0.280788177339901,0.4,0.478787878787879,0.54040404040404,0.559585492227979,0.405128205128205,0.27037037037037,0.357142857142857,0.311258278145695,0.555963302752294,0.296296296296296,0.465686274509804,0.544303797468354,0.497757847533632,0.50381679389313,0.512396694214876,0.435185185185185,0.47239263803681,0.321428571428571,0.553398058252427,0.670940170940171,0.55,0.549169859514687,0.433526011560694,0.263687150837989,0.457516339869281,0.453376205787781,0.450617283950617,0.290780141843972,0.324641460234681,0.327205882352941,0.388888888888889,0.509090909090909,0.485714285714286,0.537313432835821,0.62,0.481927710843374,0.584795321637427
open_llama_7b_v2_med_instruct,0.443686006825939,0.578370842461661,0.423243310151215,0.28,0.481481481481481,0.447368421052632,0.4,0.490566037735849,0.395833333333333,0.28,0.34,0.28,0.369942196531792,0.186274509803922,0.6,0.382978723404255,0.254385964912281,0.427586206896552,0.298941798941799,0.261904761904762,0.38,0.448387096774194,0.295566502463054,0.33,0.472727272727273,0.5,0.575129533678757,0.394871794871795,0.255555555555556,0.394957983193277,0.304635761589404,0.565137614678899,0.291666666666667,0.446078431372549,0.544303797468354,0.515695067264574,0.511450381679389,0.56198347107438,0.490740740740741,0.49079754601227,0.330357142857143,0.601941747572816,0.658119658119658,0.48,0.613026819923372,0.476878612716763,0.270391061452514,0.437908496732026,0.463022508038585,0.410493827160494,0.322695035460993,0.323337679269883,0.400735294117647,0.400326797385621,0.5,0.371428571428571,0.552238805970149,0.6,0.403614457831325,0.56140350877193
medalpaca-7b,0.489761092150171,0.615514837681737,0.414686222822434,0.26,0.496296296296296,0.289473684210526,0.42,0.471698113207547,0.451388888888889,0.27,0.21,0.23,0.421965317919075,0.274509803921569,0.48,0.412765957446809,0.236842105263158,0.351724137931034,0.248677248677249,0.19047619047619,0.34,0.503225806451613,0.339901477832512,0.38,0.606060606060606,0.358585858585859,0.512953367875648,0.325641025641026,0.233333333333333,0.30672268907563,0.251655629139073,0.627522935779817,0.212962962962963,0.612745098039216,0.578059071729958,0.538116591928251,0.541984732824428,0.56198347107438,0.462962962962963,0.429447852760736,0.339285714285714,0.407766990291262,0.61965811965812,0.56,0.550446998722861,0.430635838150289,0.242458100558659,0.519607843137255,0.434083601286174,0.444444444444444,0.315602836879433,0.342894393741851,0.599264705882353,0.5,0.509090909090909,0.387755102040816,0.45771144278607,0.61,0.493975903614458,0.432748538011696
yayi-7b-llama2,0.517064846416382,0.587831109340769,0.413508585931581,0.31,0.4,0.381578947368421,0.47,0.377358490566038,0.402777777777778,0.24,0.39,0.33,0.341040462427746,0.186274509803922,0.55,0.408510638297872,0.263157894736842,0.337931034482759,0.248677248677249,0.365079365079365,0.21,0.406451612903226,0.280788177339901,0.39,0.575757575757576,0.439393939393939,0.621761658031088,0.323076923076923,0.259259259259259,0.369747899159664,0.278145695364238,0.519266055045872,0.171296296296296,0.5,0.552742616033755,0.488789237668161,0.442748091603053,0.570247933884298,0.462962962962963,0.460122699386503,0.410714285714286,0.407766990291262,0.662393162393162,0.48,0.598978288633461,0.476878612716763,0.237988826815642,0.42156862745098,0.514469453376206,0.5,0.347517730496454,0.345501955671447,0.386029411764706,0.447712418300654,0.5,0.383673469387755,0.537313432835821,0.61,0.397590361445783,0.578947368421053
open_llama_7b_v2,0.42320819112628,0.545608444532962,0.412939738595706,0.24,0.437037037037037,0.440789473684211,0.41,0.464150943396226,0.430555555555556,0.3,0.34,0.33,0.398843930635838,0.225490196078431,0.56,0.34468085106383,0.307017543859649,0.43448275862069,0.28042328042328,0.357142857142857,0.34,0.445161290322581,0.266009852216749,0.34,0.424242424242424,0.46969696969697,0.580310880829016,0.405128205128205,0.237037037037037,0.382352941176471,0.304635761589404,0.528440366972477,0.273148148148148,0.450980392156863,0.476793248945148,0.417040358744395,0.511450381679389,0.487603305785124,0.518518518518519,0.380368098159509,0.321428571428571,0.572815533980583,0.611111111111111,0.53,0.568326947637292,0.450867052023121,0.24804469273743,0.428104575163399,0.401929260450161,0.438271604938272,0.315602836879433,0.336375488917862,0.444852941176471,0.362745098039216,0.463636363636364,0.448979591836735,0.577114427860697,0.53,0.41566265060241,0.532163742690059
chinese-llama-plus-13b-hf,0.422354948805461,0.537841067516431,0.407416151286628,0.33,0.4,0.407894736842105,0.36,0.381132075471698,0.486111111111111,0.26,0.35,0.34,0.352601156069364,0.235294117647059,0.44,0.34468085106383,0.289473684210526,0.441379310344828,0.26984126984127,0.301587301587302,0.36,0.464516129032258,0.300492610837438,0.44,0.442424242424242,0.388888888888889,0.455958549222798,0.397435897435897,0.240740740740741,0.432773109243698,0.278145695364238,0.506422018348624,0.361111111111111,0.450980392156863,0.523206751054852,0.475336322869955,0.50381679389313,0.586776859504132,0.5,0.460122699386503,0.276785714285714,0.504854368932039,0.611111111111111,0.4,0.519795657726692,0.390173410404624,0.242458100558659,0.434640522875817,0.463022508038585,0.41358024691358,0.347517730496454,0.332464146023468,0.430147058823529,0.361111111111111,0.5,0.444897959183674,0.507462686567164,0.56,0.385542168674699,0.538011695906433
baize-v2-7b,0.455631399317406,0.56920932085242,0.396023968517131,0.32,0.459259259259259,0.368421052631579,0.48,0.475471698113208,0.381944444444444,0.3,0.32,0.28,0.352601156069364,0.245098039215686,0.46,0.378723404255319,0.280701754385965,0.331034482758621,0.26984126984127,0.293650793650794,0.3,0.406451612903226,0.315270935960591,0.3,0.527272727272727,0.429292929292929,0.538860103626943,0.38974358974359,0.214814814814815,0.30672268907563,0.298013245033113,0.471559633027523,0.296296296296296,0.5,0.510548523206751,0.461883408071749,0.442748091603053,0.570247933884298,0.425925925925926,0.404907975460123,0.241071428571429,0.456310679611651,0.568376068376068,0.46,0.524904214559387,0.436416184971098,0.244692737430168,0.42483660130719,0.42443729903537,0.429012345679012,0.322695035460993,0.331812255541069,0.466911764705882,0.379084967320261,0.4,0.395918367346939,0.402985074626866,0.61,0.373493975903614,0.573099415204678
llama-2-ko-7b,0.447952218430034,0.558852818163713,0.395615263110062,0.33,0.444444444444444,0.421052631578947,0.46,0.433962264150943,0.409722222222222,0.28,0.27,0.26,0.358381502890173,0.274509803921569,0.57,0.331914893617021,0.315789473684211,0.4,0.275132275132275,0.23015873015873,0.39,0.393548387096774,0.275862068965517,0.39,0.393939393939394,0.45959595959596,0.569948186528497,0.374358974358974,0.266666666666667,0.323529411764706,0.28476821192053,0.517431192660551,0.236111111111111,0.343137254901961,0.375527426160338,0.403587443946188,0.458015267175573,0.537190082644628,0.416666666666667,0.380368098159509,0.258928571428571,0.563106796116505,0.576923076923077,0.45,0.565772669220945,0.395953757225434,0.251396648044693,0.454248366013072,0.517684887459807,0.469135802469136,0.308510638297872,0.288135593220339,0.308823529411765,0.380718954248366,0.463636363636364,0.497959183673469,0.507462686567164,0.55,0.313253012048193,0.573099415204678
orca_mini_v2_7b,0.482081911262799,0.57060346544513,0.394973042917047,0.3,0.414814814814815,0.348684210526316,0.44,0.471698113207547,0.368055555555556,0.23,0.37,0.31,0.271676300578035,0.166666666666667,0.55,0.365957446808511,0.228070175438596,0.386206896551724,0.253968253968254,0.253968253968254,0.35,0.4,0.275862068965517,0.43,0.490909090909091,0.494949494949495,0.585492227979275,0.361538461538462,0.218518518518519,0.348739495798319,0.251655629139073,0.488073394495413,0.268518518518519,0.485294117647059,0.493670886075949,0.484304932735426,0.458015267175573,0.619834710743802,0.481481481481481,0.45398773006135,0.285714285714286,0.359223300970874,0.585470085470086,0.43,0.551724137931035,0.445086705202312,0.243575418994413,0.375816993464052,0.434083601286174,0.45679012345679,0.312056737588653,0.309647979139505,0.419117647058824,0.415032679738562,0.390909090909091,0.342857142857143,0.502487562189055,0.59,0.349397590361446,0.543859649122807
orca_mini_v2_ger_7b,0.465017064846416,0.563533160724955,0.390959292265169,0.27,0.392592592592593,0.335526315789474,0.44,0.467924528301887,0.361111111111111,0.26,0.37,0.26,0.283236994219653,0.186274509803922,0.61,0.365957446808511,0.245614035087719,0.372413793103448,0.259259259259259,0.261904761904762,0.35,0.374193548387097,0.221674876847291,0.42,0.472727272727273,0.429292929292929,0.544041450777202,0.387179487179487,0.255555555555556,0.340336134453782,0.278145695364238,0.488073394495413,0.310185185185185,0.46078431372549,0.485232067510549,0.484304932735426,0.389312977099237,0.553719008264463,0.444444444444444,0.45398773006135,0.241071428571429,0.398058252427184,0.594017094017094,0.45,0.518518518518519,0.430635838150289,0.227932960893855,0.408496732026144,0.42443729903537,0.459876543209877,0.326241134751773,0.314211212516297,0.441176470588235,0.406862745098039,0.4,0.395918367346939,0.487562189054726,0.6,0.313253012048193,0.56140350877193
airoboros-7b-gpt4-fp16,0.498293515358362,0.600577574188409,0.388755337943813,0.29,0.422222222222222,0.388157894736842,0.39,0.449056603773585,0.381944444444444,0.3,0.34,0.27,0.329479768786127,0.186274509803922,0.49,0.357446808510638,0.271929824561404,0.406896551724138,0.277777777777778,0.261904761904762,0.4,0.4,0.310344827586207,0.37,0.236363636363636,0.494949494949495,0.564766839378238,0.356410256410256,0.22962962962963,0.34453781512605,0.298013245033113,0.526605504587156,0.328703703703704,0.25,0.476793248945148,0.484304932735426,0.427480916030534,0.619834710743802,0.407407407407407,0.45398773006135,0.232142857142857,0.41747572815534,0.572649572649573,0.47,0.563218390804598,0.427745664739884,0.242458100558659,0.372549019607843,0.434083601286174,0.425925925925926,0.308510638297872,0.334419817470665,0.452205882352941,0.390522875816993,0.463636363636364,0.330612244897959,0.502487562189055,0.55,0.331325301204819,0.543859649122807
airoboros-7b-gpt4-1.4,0.504266211604096,0.611431985660227,0.386068230896828,0.3,0.392592592592593,0.401315789473684,0.4,0.426415094339623,0.375,0.35,0.31,0.28,0.317919075144509,0.215686274509804,0.46,0.365957446808511,0.219298245614035,0.36551724137931,0.264550264550265,0.261904761904762,0.34,0.364516129032258,0.300492610837438,0.38,0.490909090909091,0.444444444444444,0.518134715025907,0.353846153846154,0.266666666666667,0.348739495798319,0.251655629139073,0.491743119266055,0.217592592592593,0.431372549019608,0.472573839662447,0.434977578475336,0.404580152671756,0.628099173553719,0.444444444444444,0.429447852760736,0.276785714285714,0.368932038834951,0.542735042735043,0.41,0.538952745849298,0.436416184971098,0.242458100558659,0.388888888888889,0.39871382636656,0.432098765432099,0.315602836879433,0.310951760104303,0.477941176470588,0.40359477124183,0.509090909090909,0.314285714285714,0.462686567164179,0.58,0.337349397590361,0.538011695906433
chinese-alpaca-plus-7b-hf,0.453071672354949,0.526588329018124,0.383871263516602,0.28,0.392592592592593,0.328947368421053,0.39,0.40377358490566,0.375,0.23,0.31,0.25,0.289017341040462,0.254901960784314,0.37,0.361702127659575,0.184210526315789,0.344827586206897,0.264550264550265,0.206349206349206,0.34,0.425806451612903,0.305418719211823,0.41,0.472727272727273,0.45959595959596,0.528497409326425,0.348717948717949,0.259259259259259,0.331932773109244,0.271523178807947,0.451376146788991,0.453703703703704,0.5,0.510548523206751,0.457399103139013,0.465648854961832,0.586776859504132,0.444444444444444,0.460122699386503,0.294642857142857,0.41747572815534,0.564102564102564,0.37,0.544061302681992,0.393063583815029,0.242458100558659,0.42483660130719,0.427652733118971,0.435185185185185,0.308510638297872,0.304432855280313,0.319852941176471,0.395424836601307,0.427272727272727,0.408163265306122,0.412935323383085,0.57,0.421686746987952,0.47953216374269
wizardLM-7B-HF,0.484641638225256,0.568512248556065,0.380724032715498,0.35,0.437037037037037,0.401315789473684,0.48,0.437735849056604,0.368055555555556,0.24,0.29,0.23,0.352601156069364,0.225490196078431,0.49,0.4,0.263157894736842,0.324137931034483,0.306878306878307,0.253968253968254,0.32,0.361290322580645,0.300492610837438,0.34,0.454545454545455,0.424242424242424,0.466321243523316,0.353846153846154,0.244444444444444,0.327731092436975,0.278145695364238,0.46605504587156,0.217592592592593,0.455882352941176,0.430379746835443,0.511210762331839,0.389312977099237,0.578512396694215,0.453703703703704,0.398773006134969,0.3125,0.359223300970874,0.517094017094017,0.42,0.545338441890166,0.384393063583815,0.230167597765363,0.408496732026144,0.385852090032154,0.398148148148148,0.319148936170213,0.322033898305085,0.386029411764706,0.400326797385621,0.418181818181818,0.314285714285714,0.477611940298507,0.55,0.391566265060241,0.538011695906433
mpt-7b-chat,0.431740614334471,0.571001792471619,0.376235944374376,0.3,0.392592592592593,0.368421052631579,0.39,0.384905660377359,0.388888888888889,0.32,0.35,0.36,0.329479768786127,0.176470588235294,0.44,0.370212765957447,0.219298245614035,0.455172413793103,0.243386243386243,0.253968253968254,0.26,0.403225806451613,0.241379310344828,0.41,0.321212121212121,0.363636363636364,0.492227979274611,0.387179487179487,0.218518518518519,0.390756302521008,0.28476821192053,0.510091743119266,0.351851851851852,0.32843137254902,0.409282700421941,0.484304932735426,0.465648854961832,0.40495867768595,0.407407407407407,0.288343558282209,0.330357142857143,0.368932038834951,0.551282051282051,0.47,0.532567049808429,0.410404624277457,0.241340782122905,0.401960784313726,0.408360128617363,0.367283950617284,0.269503546099291,0.290743155149935,0.389705882352941,0.320261437908497,0.463636363636364,0.485714285714286,0.482587064676617,0.57,0.427710843373494,0.497076023391813
RedPajama-INCITE-7B-Instruct,0.41382252559727,0.532065325632344,0.376183601930378,0.25,0.451851851851852,0.394736842105263,0.41,0.433962264150943,0.395833333333333,0.29,0.32,0.3,0.346820809248555,0.284313725490196,0.54,0.297872340425532,0.210526315789474,0.262068965517241,0.291005291005291,0.285714285714286,0.26,0.429032258064516,0.285714285714286,0.33,0.412121212121212,0.414141414141414,0.533678756476684,0.382051282051282,0.248148148148148,0.340336134453782,0.278145695364238,0.467889908256881,0.199074074074074,0.46078431372549,0.472573839662447,0.506726457399103,0.389312977099237,0.553719008264463,0.407407407407407,0.404907975460123,0.294642857142857,0.446601941747573,0.525641025641026,0.42,0.533844189016603,0.393063583815029,0.243575418994413,0.359477124183007,0.392282958199357,0.42283950617284,0.326241134751773,0.319426336375489,0.301470588235294,0.383986928104575,0.5,0.257142857142857,0.427860696517413,0.52,0.319277108433735,0.514619883040936
RedPajama-INCITE-Instruct-7B-v0.1,0.41382252559727,0.532065325632344,0.376183601930378,0.25,0.451851851851852,0.394736842105263,0.41,0.433962264150943,0.395833333333333,0.29,0.32,0.3,0.346820809248555,0.284313725490196,0.54,0.297872340425532,0.210526315789474,0.262068965517241,0.291005291005291,0.285714285714286,0.26,0.429032258064516,0.285714285714286,0.33,0.412121212121212,0.414141414141414,0.533678756476684,0.382051282051282,0.248148148148148,0.340336134453782,0.278145695364238,0.467889908256881,0.199074074074074,0.46078431372549,0.472573839662447,0.506726457399103,0.389312977099237,0.553719008264463,0.407407407407407,0.404907975460123,0.294642857142857,0.446601941747573,0.525641025641026,0.42,0.533844189016603,0.393063583815029,0.243575418994413,0.359477124183007,0.392282958199357,0.42283950617284,0.326241134751773,0.319426336375489,0.301470588235294,0.383986928104575,0.5,0.257142857142857,0.427860696517413,0.52,0.319277108433735,0.514619883040936
AlpacaGPT4-7B-elina,0.515358361774744,0.592710615415256,0.374999404702034,0.33,0.422222222222222,0.394736842105263,0.46,0.422641509433962,0.381944444444444,0.31,0.36,0.3,0.300578034682081,0.225490196078431,0.46,0.361702127659575,0.236842105263158,0.275862068965517,0.264550264550265,0.222222222222222,0.35,0.37741935483871,0.266009852216749,0.38,0.436363636363636,0.398989898989899,0.523316062176166,0.358974358974359,0.244444444444444,0.331932773109244,0.291390728476821,0.473394495412844,0.347222222222222,0.401960784313726,0.443037974683544,0.439461883408072,0.381679389312977,0.537190082644628,0.407407407407407,0.368098159509202,0.267857142857143,0.398058252427184,0.5,0.43,0.440613026819923,0.38150289017341,0.242458100558659,0.411764705882353,0.42443729903537,0.37962962962963,0.312056737588653,0.29986962190352,0.433823529411765,0.374183006535948,0.454545454545455,0.363265306122449,0.507462686567164,0.45,0.319277108433735,0.497076023391813
airoboros-7b,0.505119453924915,0.593706432981478,0.373401670537165,0.25,0.385185185185185,0.355263157894737,0.4,0.437735849056604,0.381944444444444,0.31,0.31,0.34,0.323699421965318,0.225490196078431,0.46,0.378723404255319,0.271929824561404,0.324137931034483,0.272486772486773,0.365079365079365,0.27,0.374193548387097,0.330049261083744,0.31,0.436363636363636,0.419191919191919,0.481865284974093,0.335897435897436,0.22962962962963,0.336134453781513,0.291390728476821,0.495412844036697,0.314814814814815,0.475490196078431,0.39662447257384,0.376681614349776,0.389312977099237,0.487603305785124,0.388888888888889,0.429447852760736,0.294642857142857,0.378640776699029,0.487179487179487,0.42,0.510855683269476,0.384393063583815,0.242458100558659,0.431372549019608,0.372990353697749,0.388888888888889,0.315602836879433,0.296610169491525,0.448529411764706,0.343137254901961,0.418181818181818,0.346938775510204,0.482587064676617,0.49,0.36144578313253,0.508771929824561
Wizard-Vicuna-7B-Uncensored-HF,0.500853242320819,0.605556662019518,0.370889247736452,0.28,0.377777777777778,0.355263157894737,0.42,0.40377358490566,0.361111111111111,0.28,0.28,0.27,0.271676300578035,0.235294117647059,0.5,0.404255319148936,0.263157894736842,0.317241379310345,0.238095238095238,0.261904761904762,0.32,0.37741935483871,0.236453201970443,0.38,0.484848484848485,0.424242424242424,0.492227979274611,0.333333333333333,0.240740740740741,0.319327731092437,0.23841059602649,0.471559633027523,0.194444444444444,0.465686274509804,0.481012658227848,0.466367713004484,0.381679389312977,0.59504132231405,0.425925925925926,0.368098159509202,0.25,0.349514563106796,0.542735042735043,0.48,0.531289910600255,0.413294797687861,0.242458100558659,0.382352941176471,0.382636655948553,0.41358024691358,0.333333333333333,0.303780964797914,0.463235294117647,0.387254901960784,0.418181818181818,0.302040816326531,0.393034825870647,0.49,0.319277108433735,0.526315789473684
Wizard-Vicuna-7B-Uncensored,0.500853242320819,0.605556662019518,0.370889247736452,0.28,0.377777777777778,0.355263157894737,0.42,0.40377358490566,0.361111111111111,0.28,0.28,0.27,0.271676300578035,0.235294117647059,0.5,0.404255319148936,0.263157894736842,0.317241379310345,0.238095238095238,0.261904761904762,0.32,0.37741935483871,0.236453201970443,0.38,0.484848484848485,0.424242424242424,0.492227979274611,0.333333333333333,0.240740740740741,0.319327731092437,0.23841059602649,0.471559633027523,0.194444444444444,0.465686274509804,0.481012658227848,0.466367713004484,0.381679389312977,0.59504132231405,0.425925925925926,0.368098159509202,0.25,0.349514563106796,0.542735042735043,0.48,0.531289910600255,0.413294797687861,0.242458100558659,0.382352941176471,0.382636655948553,0.41358024691358,0.333333333333333,0.303780964797914,0.463235294117647,0.387254901960784,0.418181818181818,0.302040816326531,0.393034825870647,0.49,0.319277108433735,0.526315789473684
test-custom-llama,0.498293515358362,0.581856203943438,0.366108729116373,0.29,0.414814814814815,0.388157894736842,0.41,0.373584905660377,0.416666666666667,0.31,0.3,0.28,0.300578034682081,0.264705882352941,0.4,0.382978723404255,0.254385964912281,0.310344827586207,0.272486772486773,0.222222222222222,0.32,0.351612903225806,0.29064039408867,0.26,0.472727272727273,0.368686868686869,0.476683937823834,0.366666666666667,0.222222222222222,0.340336134453782,0.251655629139073,0.434862385321101,0.351851851851852,0.387254901960784,0.430379746835443,0.439461883408072,0.366412213740458,0.553719008264463,0.444444444444444,0.423312883435583,0.267857142857143,0.388349514563107,0.504273504273504,0.45,0.448275862068966,0.364161849710983,0.242458100558659,0.415032679738562,0.376205787781351,0.37962962962963,0.315602836879433,0.278357235984355,0.430147058823529,0.366013071895425,0.472727272727273,0.289795918367347,0.437810945273632,0.44,0.331325301204819,0.526315789473684
GPT-R,0.383105802047782,0.498008364867556,0.365024058592487,0.32,0.466666666666667,0.493421052631579,0.33,0.388679245283019,0.347222222222222,0.35,0.26,0.38,0.341040462427746,0.274509803921569,0.47,0.323404255319149,0.324561403508772,0.393103448275862,0.296296296296296,0.222222222222222,0.32,0.383870967741935,0.32512315270936,0.32,0.345454545454545,0.429292929292929,0.461139896373057,0.364102564102564,0.255555555555556,0.365546218487395,0.324503311258278,0.354128440366973,0.277777777777778,0.362745098039216,0.354430379746835,0.408071748878924,0.381679389312977,0.504132231404959,0.361111111111111,0.374233128834356,0.258928571428571,0.359223300970874,0.427350427350427,0.41,0.378033205619413,0.364161849710983,0.244692737430168,0.428104575163399,0.385852090032154,0.382716049382716,0.276595744680851,0.303780964797914,0.360294117647059,0.315359477124183,0.436363636363636,0.444897959183674,0.517412935323383,0.5,0.343373493975904,0.415204678362573
Pygmalion_AlpacaLora-7b,0.488907849829352,0.57966540529775,0.35917938055618,0.25,0.42962962962963,0.348684210526316,0.37,0.377358490566038,0.347222222222222,0.27,0.32,0.32,0.364161849710983,0.235294117647059,0.45,0.357446808510638,0.271929824561404,0.324137931034483,0.256613756613757,0.238095238095238,0.33,0.32258064516129,0.251231527093596,0.29,0.406060606060606,0.398989898989899,0.487046632124352,0.371794871794872,0.233333333333333,0.348739495798319,0.231788079470199,0.434862385321101,0.273148148148148,0.392156862745098,0.443037974683544,0.430493273542601,0.351145038167939,0.504132231404959,0.398148148148148,0.343558282208589,0.330357142857143,0.407766990291262,0.457264957264957,0.45,0.461047254150702,0.38150289017341,0.242458100558659,0.313725490196078,0.363344051446945,0.416666666666667,0.290780141843972,0.286831812255541,0.404411764705882,0.351307189542484,0.481818181818182,0.322448979591837,0.373134328358209,0.49,0.343373493975904,0.532163742690059
PandaLM-Alpaca-7B-v1,0.489761092150171,0.586934873531169,0.359109038672451,0.27,0.385185185185185,0.328947368421053,0.45,0.39622641509434,0.361111111111111,0.25,0.28,0.31,0.289017341040462,0.186274509803922,0.44,0.327659574468085,0.245614035087719,0.255172413793103,0.26984126984127,0.246031746031746,0.32,0.325806451612903,0.236453201970443,0.32,0.503030303030303,0.383838383838384,0.487046632124352,0.374358974358974,0.22962962962963,0.319327731092437,0.205298013245033,0.438532110091743,0.189814814814815,0.485294117647059,0.426160337552743,0.403587443946188,0.366412213740458,0.59504132231405,0.416666666666667,0.423312883435583,0.383928571428571,0.398058252427184,0.461538461538462,0.39,0.411238825031929,0.364161849710983,0.242458100558659,0.392156862745098,0.360128617363344,0.358024691358025,0.336879432624113,0.288135593220339,0.466911764705882,0.357843137254902,0.409090909090909,0.342857142857143,0.378109452736318,0.47,0.36144578313253,0.555555555555556
metharme-7b,0.502559726962457,0.58424616610237,0.359104532216511,0.29,0.42962962962963,0.322368421052632,0.44,0.39622641509434,0.395833333333333,0.25,0.3,0.28,0.323699421965318,0.205882352941176,0.43,0.361702127659575,0.271929824561404,0.289655172413793,0.288359788359788,0.285714285714286,0.32,0.335483870967742,0.246305418719212,0.28,0.484848484848485,0.328282828282828,0.435233160621762,0.338461538461539,0.262962962962963,0.34453781512605,0.23841059602649,0.434862385321101,0.263888888888889,0.416666666666667,0.443037974683544,0.403587443946188,0.343511450381679,0.603305785123967,0.37962962962963,0.398773006134969,0.303571428571429,0.330097087378641,0.444444444444444,0.43,0.420178799489144,0.38150289017341,0.242458100558659,0.401960784313726,0.363344051446945,0.364197530864198,0.312056737588653,0.303780964797914,0.463235294117647,0.367647058823529,0.436363636363636,0.330612244897959,0.437810945273632,0.45,0.343373493975904,0.47953216374269
llama-7b,0.476109215017065,0.575682135032862,0.357110611358554,0.26,0.385185185185185,0.348684210526316,0.41,0.354716981132075,0.375,0.3,0.32,0.34,0.329479768786127,0.235294117647059,0.45,0.370212765957447,0.263157894736842,0.23448275862069,0.264550264550265,0.261904761904762,0.31,0.329032258064516,0.285714285714286,0.33,0.442424242424242,0.333333333333333,0.44559585492228,0.338461538461539,0.259259259259259,0.331932773109244,0.258278145695364,0.478899082568807,0.310185185185185,0.362745098039216,0.430379746835443,0.399103139013453,0.351145038167939,0.520661157024793,0.416666666666667,0.429447852760736,0.276785714285714,0.339805825242718,0.478632478632479,0.37,0.425287356321839,0.390173410404624,0.242458100558659,0.392156862745098,0.39871382636656,0.345679012345679,0.273049645390071,0.301173402868318,0.4375,0.352941176470588,0.4,0.338775510204082,0.467661691542289,0.43,0.337349397590361,0.491228070175439
Planner-7B-fp16,0.476109215017065,0.575682135032862,0.357110611358554,0.26,0.385185185185185,0.348684210526316,0.41,0.354716981132075,0.375,0.3,0.32,0.34,0.329479768786127,0.235294117647059,0.45,0.370212765957447,0.263157894736842,0.23448275862069,0.264550264550265,0.261904761904762,0.31,0.329032258064516,0.285714285714286,0.33,0.442424242424242,0.333333333333333,0.44559585492228,0.338461538461539,0.259259259259259,0.331932773109244,0.258278145695364,0.478899082568807,0.310185185185185,0.362745098039216,0.430379746835443,0.399103139013453,0.351145038167939,0.520661157024793,0.416666666666667,0.429447852760736,0.276785714285714,0.339805825242718,0.478632478632479,0.37,0.425287356321839,0.390173410404624,0.242458100558659,0.392156862745098,0.39871382636656,0.345679012345679,0.273049645390071,0.301173402868318,0.4375,0.352941176470588,0.4,0.338775510204082,0.467661691542289,0.43,0.337349397590361,0.491228070175439
pygmalion-7b,0.479522184300341,0.576080462059351,0.356835487778826,0.28,0.414814814814815,0.315789473684211,0.44,0.392452830188679,0.368055555555556,0.27,0.3,0.33,0.312138728323699,0.215686274509804,0.44,0.378723404255319,0.263157894736842,0.275862068965517,0.251322751322751,0.246031746031746,0.32,0.358064516129032,0.29064039408867,0.3,0.448484848484849,0.348484848484849,0.461139896373057,0.361538461538462,0.237037037037037,0.34453781512605,0.258278145695364,0.475229357798165,0.287037037037037,0.411764705882353,0.421940928270042,0.399103139013453,0.33587786259542,0.528925619834711,0.37037037037037,0.374233128834356,0.267857142857143,0.330097087378641,0.461538461538462,0.36,0.436781609195402,0.395953757225434,0.242458100558659,0.398692810457516,0.382636655948553,0.358024691358025,0.262411347517731,0.298565840938722,0.444852941176471,0.356209150326797,0.490909090909091,0.322448979591837,0.432835820895522,0.43,0.349397590361446,0.491228070175439
lora_moe_7b_baseline,0.476962457337884,0.575482971519618,0.356688027025962,0.26,0.385185185185185,0.342105263157895,0.41,0.362264150943396,0.381944444444444,0.28,0.3,0.34,0.323699421965318,0.235294117647059,0.45,0.374468085106383,0.263157894736842,0.227586206896552,0.261904761904762,0.253968253968254,0.31,0.335483870967742,0.285714285714286,0.33,0.436363636363636,0.333333333333333,0.450777202072539,0.341025641025641,0.259259259259259,0.327731092436975,0.264900662251656,0.484403669724771,0.300925925925926,0.357843137254902,0.430379746835443,0.399103139013453,0.343511450381679,0.520661157024793,0.416666666666667,0.429447852760736,0.276785714285714,0.339805825242718,0.478632478632479,0.38,0.427841634738187,0.390173410404624,0.242458100558659,0.395424836601307,0.39871382636656,0.348765432098765,0.273049645390071,0.295958279009126,0.441176470588235,0.352941176470588,0.418181818181818,0.342857142857143,0.472636815920398,0.43,0.331325301204819,0.485380116959064
lora_moe_7b,0.476962457337884,0.575482971519618,0.356688027025962,0.26,0.385185185185185,0.342105263157895,0.41,0.362264150943396,0.381944444444444,0.28,0.3,0.34,0.323699421965318,0.235294117647059,0.45,0.374468085106383,0.263157894736842,0.227586206896552,0.261904761904762,0.253968253968254,0.31,0.335483870967742,0.285714285714286,0.33,0.436363636363636,0.333333333333333,0.450777202072539,0.341025641025641,0.259259259259259,0.327731092436975,0.264900662251656,0.484403669724771,0.300925925925926,0.357843137254902,0.430379746835443,0.399103139013453,0.343511450381679,0.520661157024793,0.416666666666667,0.429447852760736,0.276785714285714,0.339805825242718,0.478632478632479,0.38,0.427841634738187,0.390173410404624,0.242458100558659,0.395424836601307,0.39871382636656,0.348765432098765,0.273049645390071,0.295958279009126,0.441176470588235,0.352941176470588,0.418181818181818,0.342857142857143,0.472636815920398,0.43,0.331325301204819,0.485380116959064
WizardLM-7B-Uncensored,0.449658703071672,0.554272057359092,0.354157220730052,0.33,0.385185185185185,0.328947368421053,0.49,0.388679245283019,0.347222222222222,0.26,0.26,0.32,0.265895953757225,0.186274509803922,0.42,0.370212765957447,0.254385964912281,0.282758620689655,0.238095238095238,0.26984126984127,0.26,0.325806451612903,0.246305418719212,0.38,0.448484848484849,0.393939393939394,0.424870466321244,0.333333333333333,0.27037037037037,0.298319327731092,0.258278145695364,0.444036697247706,0.208333333333333,0.46078431372549,0.464135021097046,0.457399103139013,0.358778625954198,0.495867768595041,0.407407407407407,0.361963190184049,0.339285714285714,0.339805825242718,0.508547008547009,0.39,0.464878671775224,0.375722543352601,0.249162011173184,0.320261437908497,0.382636655948553,0.367283950617284,0.301418439716312,0.317470664928292,0.411764705882353,0.351307189542484,0.445454545454545,0.306122448979592,0.412935323383085,0.45,0.289156626506024,0.467836257309942
guanaco-7B-HF,0.492320819112628,0.602668791077475,0.353159279987834,0.29,0.392592592592593,0.315789473684211,0.29,0.430188679245283,0.368055555555556,0.3,0.28,0.31,0.271676300578035,0.215686274509804,0.41,0.365957446808511,0.271929824561404,0.310344827586207,0.26984126984127,0.19047619047619,0.36,0.351612903225806,0.339901477832512,0.33,0.436363636363636,0.383838383838384,0.440414507772021,0.366666666666667,0.237037037037037,0.323529411764706,0.258278145695364,0.462385321100917,0.231481481481481,0.367647058823529,0.371308016877637,0.443946188340807,0.343511450381679,0.537190082644628,0.398148148148148,0.380368098159509,0.232142857142857,0.320388349514563,0.495726495726496,0.37,0.441890166028097,0.375722543352601,0.242458100558659,0.38562091503268,0.376205787781351,0.382716049382716,0.273049645390071,0.294654498044329,0.408088235294118,0.354575163398693,0.454545454545455,0.318367346938776,0.462686567164179,0.43,0.385542168674699,0.47953216374269
open-llama-7b-v2-open-instruct,0.37542662116041,0.527982473610835,0.351594730420479,0.29,0.407407407407407,0.302631578947368,0.51,0.328301886792453,0.3125,0.25,0.34,0.32,0.317919075144509,0.294117647058824,0.49,0.323404255319149,0.245614035087719,0.358620689655172,0.314814814814815,0.206349206349206,0.3,0.364516129032258,0.246305418719212,0.38,0.4,0.378787878787879,0.455958549222798,0.341025641025641,0.237037037037037,0.256302521008403,0.28476821192053,0.363302752293578,0.236111111111111,0.392156862745098,0.510548523206751,0.502242152466368,0.404580152671756,0.487603305785124,0.333333333333333,0.306748466257669,0.285714285714286,0.378640776699029,0.452991452991453,0.38,0.466155810983397,0.280346820809249,0.259217877094972,0.362745098039216,0.344051446945338,0.407407407407407,0.283687943262411,0.283572359843546,0.297794117647059,0.321895424836601,0.418181818181818,0.289795918367347,0.442786069651741,0.54,0.349397590361446,0.403508771929825
nart-100k-7b,0.513651877133106,0.591615216092412,0.349799698159295,0.24,0.22962962962963,0.375,0.42,0.369811320754717,0.291666666666667,0.43,0.31,0.33,0.335260115606936,0.264705882352941,0.45,0.336170212765957,0.236842105263158,0.337931034482759,0.256613756613757,0.380952380952381,0.26,0.412903225806452,0.300492610837438,0.27,0.442424242424242,0.429292929292929,0.435233160621762,0.384615384615385,0.255555555555556,0.382352941176471,0.364238410596026,0.455045871559633,0.407407407407407,0.455882352941176,0.379746835443038,0.237668161434978,0.358778625954198,0.272727272727273,0.37962962962963,0.368098159509202,0.205357142857143,0.456310679611651,0.5,0.39,0.388250319284802,0.416184971098266,0.23463687150838,0.388888888888889,0.369774919614148,0.367283950617284,0.24822695035461,0.273794002607562,0.444852941176471,0.287581699346405,0.318181818181818,0.412244897959184,0.412935323383085,0.32,0.283132530120482,0.374269005847953
pygmalion-6b-vicuna-chatml,0.372013651877133,0.496315475004979,0.339180559067456,0.31,0.422222222222222,0.401315789473684,0.31,0.324528301886792,0.291666666666667,0.19,0.3,0.33,0.289017341040462,0.225490196078431,0.52,0.357446808510638,0.219298245614035,0.372413793103448,0.227513227513228,0.182539682539683,0.29,0.348387096774194,0.251231527093596,0.33,0.406060606060606,0.363636363636364,0.367875647668394,0.333333333333333,0.277777777777778,0.30672268907563,0.251655629139073,0.330275229357798,0.175925925925926,0.382352941176471,0.392405063291139,0.42152466367713,0.343511450381679,0.487603305785124,0.407407407407407,0.349693251533742,0.348214285714286,0.378640776699029,0.431623931623932,0.37,0.390804597701149,0.358381502890173,0.235754189944134,0.42483660130719,0.347266881028939,0.348765432098765,0.336879432624113,0.332464146023468,0.242647058823529,0.318627450980392,0.336363636363636,0.395918367346939,0.427860696517413,0.47,0.36144578313253,0.385964912280702
Alpaca-7B-v1,0.482081911262799,0.576379207329217,0.337624573167649,0.31,0.42962962962963,0.302631578947368,0.44,0.362264150943396,0.333333333333333,0.27,0.33,0.33,0.300578034682081,0.235294117647059,0.39,0.319148936170213,0.184210526315789,0.275862068965517,0.288359788359788,0.214285714285714,0.29,0.287096774193548,0.246305418719212,0.27,0.496969696969697,0.333333333333333,0.378238341968912,0.333333333333333,0.22962962962963,0.30672268907563,0.23841059602649,0.379816513761468,0.203703703703704,0.441176470588235,0.350210970464135,0.403587443946188,0.320610687022901,0.611570247933884,0.305555555555556,0.386503067484663,0.383928571428571,0.320388349514563,0.371794871794872,0.39,0.385696040868455,0.358381502890173,0.25586592178771,0.326797385620915,0.334405144694534,0.354938271604938,0.269503546099291,0.275749674054759,0.466911764705882,0.330065359477124,0.418181818181818,0.281632653061225,0.353233830845771,0.41,0.343373493975904,0.485380116959064
PygmalionCoT-7b,0.487201365187713,0.570703047201753,0.333488871640536,0.28,0.392592592592593,0.315789473684211,0.41,0.350943396226415,0.326388888888889,0.24,0.32,0.36,0.289017341040462,0.215686274509804,0.45,0.327659574468085,0.236842105263158,0.324137931034483,0.253968253968254,0.253968253968254,0.36,0.316129032258065,0.231527093596059,0.31,0.424242424242424,0.318181818181818,0.404145077720207,0.305128205128205,0.22962962962963,0.348739495798319,0.264900662251656,0.370642201834862,0.180555555555556,0.401960784313726,0.413502109704641,0.412556053811659,0.320610687022901,0.537190082644628,0.388888888888889,0.349693251533742,0.3125,0.310679611650485,0.405982905982906,0.35,0.388250319284802,0.355491329479769,0.237988826815642,0.316993464052288,0.347266881028939,0.333333333333333,0.262411347517731,0.292698826597132,0.294117647058824,0.366013071895425,0.4,0.306122448979592,0.288557213930348,0.43,0.313253012048193,0.461988304093567
openthaigpt-0.1.0-beta-full-model_for_open_llm_leaderboard,0.468430034129693,0.576379207329217,0.33184877405202,0.23,0.348148148148148,0.315789473684211,0.42,0.377358490566038,0.291666666666667,0.27,0.31,0.33,0.30635838150289,0.235294117647059,0.41,0.361702127659575,0.280701754385965,0.227586206896552,0.243386243386243,0.222222222222222,0.28,0.338709677419355,0.280788177339901,0.31,0.418181818181818,0.419191919191919,0.424870466321244,0.312820512820513,0.248148148148148,0.294117647058824,0.264900662251656,0.357798165137615,0.282407407407407,0.372549019607843,0.375527426160338,0.367713004484305,0.320610687022901,0.570247933884298,0.351851851851852,0.343558282208589,0.214285714285714,0.320388349514563,0.418803418803419,0.34,0.412515964240102,0.34393063583815,0.242458100558659,0.333333333333333,0.337620578778135,0.358024691358025,0.269503546099291,0.308996088657106,0.330882352941176,0.32843137254902,0.4,0.277551020408163,0.422885572139304,0.4,0.36144578313253,0.380116959064327
chatml-pyg-v1,0.339590443686007,0.47221668990241,0.327747209427759,0.25,0.355555555555556,0.263157894736842,0.37,0.354716981132075,0.361111111111111,0.22,0.3,0.26,0.289017341040462,0.205882352941176,0.46,0.314893617021277,0.210526315789474,0.310344827586207,0.246031746031746,0.214285714285714,0.21,0.380645161290323,0.266009852216749,0.35,0.381818181818182,0.373737373737374,0.347150259067358,0.328205128205128,0.266666666666667,0.323529411764706,0.291390728476821,0.328440366972477,0.203703703703704,0.42156862745098,0.40084388185654,0.408071748878924,0.366412213740458,0.40495867768595,0.407407407407407,0.423312883435583,0.330357142857143,0.359223300970874,0.418803418803419,0.39,0.374201787994891,0.34971098265896,0.251396648044693,0.34640522875817,0.302250803858521,0.302469135802469,0.273049645390071,0.322033898305085,0.261029411764706,0.299019607843137,0.427272727272727,0.322448979591837,0.36318407960199,0.39,0.343373493975904,0.385964912280702
codegen-16B-nl,0.418088737201365,0.532364070902211,0.323543016634183,0.3,0.325925925925926,0.302631578947368,0.28,0.316981132075472,0.333333333333333,0.26,0.28,0.3,0.277456647398844,0.254901960784314,0.41,0.340425531914894,0.245614035087719,0.427586206896552,0.240740740740741,0.238095238095238,0.29,0.316129032258065,0.226600985221675,0.31,0.303030303030303,0.353535353535354,0.336787564766839,0.230769230769231,0.27037037037037,0.243697478991597,0.298013245033113,0.284403669724771,0.199074074074074,0.352941176470588,0.341772151898734,0.376681614349776,0.381679389312977,0.429752066115703,0.398148148148148,0.288343558282209,0.330357142857143,0.29126213592233,0.367521367521368,0.43,0.374201787994891,0.367052023121387,0.28268156424581,0.379084967320261,0.334405144694534,0.361111111111111,0.25531914893617,0.323989569752282,0.297794117647059,0.297385620915033,0.354545454545455,0.428571428571429,0.378109452736318,0.5,0.331325301204819,0.391812865497076
mpt-7b-instruct,0.443686006825939,0.58105954989046,0.323491583444534,0.31,0.281481481481482,0.302631578947368,0.28,0.350943396226415,0.319444444444444,0.35,0.38,0.31,0.30635838150289,0.235294117647059,0.37,0.348936170212766,0.254385964912281,0.358620689655172,0.264550264550265,0.198412698412698,0.36,0.380645161290323,0.295566502463054,0.33,0.290909090909091,0.444444444444444,0.378238341968912,0.369230769230769,0.255555555555556,0.361344537815126,0.357615894039735,0.335779816513762,0.398148148148148,0.259803921568627,0.257383966244726,0.358744394618834,0.389312977099237,0.31404958677686,0.37037037037037,0.355828220858896,0.285714285714286,0.368932038834951,0.324786324786325,0.28,0.349936143039591,0.312138728323699,0.242458100558659,0.313725490196078,0.327974276527331,0.314814814814815,0.25531914893617,0.278357235984355,0.257352941176471,0.313725490196078,0.336363636363636,0.416326530612245,0.338308457711443,0.42,0.36144578313253,0.257309941520468
mpt-7b-instruct,0.442832764505119,0.579267078271261,0.319163393128465,0.27,0.251851851851852,0.296052631578947,0.27,0.335849056603774,0.3125,0.37,0.34,0.34,0.323699421965318,0.294117647058824,0.36,0.327659574468085,0.289473684210526,0.310344827586207,0.277777777777778,0.19047619047619,0.31,0.364516129032258,0.295566502463054,0.39,0.272727272727273,0.338383838383838,0.378238341968912,0.335897435897436,0.248148148148148,0.365546218487395,0.337748344370861,0.344954128440367,0.351851851851852,0.259803921568627,0.286919831223629,0.385650224215247,0.396946564885496,0.297520661157025,0.342592592592593,0.355828220858896,0.339285714285714,0.310679611650485,0.358974358974359,0.3,0.342273307790549,0.332369942196532,0.235754189944134,0.297385620915033,0.295819935691318,0.330246913580247,0.276595744680851,0.281616688396349,0.224264705882353,0.295751633986928,0.372727272727273,0.408163265306122,0.288557213930348,0.44,0.397590361445783,0.245614035087719
open_llama_13b_600bt_preview,0.430887372013652,0.536347341167098,0.314704740174081,0.34,0.414814814814815,0.30921052631579,0.33,0.309433962264151,0.270833333333333,0.26,0.31,0.32,0.289017341040462,0.176470588235294,0.35,0.285106382978723,0.289473684210526,0.413793103448276,0.216931216931217,0.238095238095238,0.32,0.27741935483871,0.29064039408867,0.28,0.339393939393939,0.247474747474748,0.33160621761658,0.358974358974359,0.259259259259259,0.256302521008403,0.28476821192053,0.278899082568807,0.458333333333333,0.284313725490196,0.362869198312236,0.345291479820628,0.320610687022901,0.371900826446281,0.296296296296296,0.312883435582822,0.267857142857143,0.339805825242718,0.354700854700855,0.38,0.365261813537676,0.309248554913295,0.250279329608939,0.277777777777778,0.289389067524116,0.358024691358025,0.290780141843972,0.282920469361147,0.448529411764706,0.320261437908497,0.354545454545455,0.285714285714286,0.323383084577114,0.37,0.289156626506024,0.380116959064327
Janin-R,0.372866894197952,0.498605855407289,0.312433047468659,0.27,0.348148148148148,0.335526315789474,0.26,0.366037735849057,0.291666666666667,0.23,0.23,0.35,0.300578034682081,0.215686274509804,0.37,0.340425531914894,0.315789473684211,0.317241379310345,0.272486772486773,0.174603174603175,0.33,0.258064516129032,0.275862068965517,0.19,0.321212121212121,0.303030303030303,0.352331606217617,0.328205128205128,0.244444444444444,0.302521008403361,0.278145695364238,0.288073394495413,0.222222222222222,0.313725490196078,0.345991561181435,0.376681614349776,0.274809160305344,0.429752066115703,0.333333333333333,0.294478527607362,0.294642857142857,0.339805825242718,0.311965811965812,0.32,0.318007662835249,0.323699421965318,0.244692737430168,0.375816993464052,0.344051446945338,0.324074074074074,0.276595744680851,0.318122555410691,0.341911764705882,0.297385620915033,0.363636363636364,0.453061224489796,0.447761194029851,0.38,0.337349397590361,0.345029239766082
Javalion-R,0.378839590443686,0.503286197968532,0.308111946460863,0.28,0.348148148148148,0.322368421052632,0.26,0.339622641509434,0.284722222222222,0.23,0.22,0.33,0.300578034682081,0.205882352941176,0.31,0.361702127659575,0.315789473684211,0.317241379310345,0.26984126984127,0.19047619047619,0.35,0.290322580645161,0.300492610837438,0.24,0.303030303030303,0.297979797979798,0.321243523316062,0.31025641025641,0.251851851851852,0.277310924369748,0.245033112582781,0.280733944954128,0.175925925925926,0.323529411764706,0.350210970464135,0.399103139013453,0.259541984732824,0.388429752066116,0.324074074074074,0.251533742331288,0.3125,0.368932038834951,0.311965811965812,0.32,0.351213282247765,0.309248554913295,0.244692737430168,0.369281045751634,0.321543408360129,0.317901234567901,0.283687943262411,0.32529335071708,0.3125,0.297385620915033,0.372727272727273,0.440816326530612,0.402985074626866,0.39,0.349397590361446,0.333333333333333
Javelin-R,0.386518771331058,0.511949810794662,0.306951060751564,0.28,0.348148148148148,0.322368421052632,0.27,0.335849056603774,0.270833333333333,0.22,0.24,0.31,0.30635838150289,0.215686274509804,0.34,0.357446808510638,0.307017543859649,0.296551724137931,0.264550264550265,0.166666666666667,0.35,0.283870967741936,0.29064039408867,0.22,0.321212121212121,0.303030303030303,0.310880829015544,0.302564102564103,0.251851851851852,0.310924369747899,0.251655629139073,0.295412844036697,0.162037037037037,0.338235294117647,0.367088607594937,0.394618834080717,0.282442748091603,0.388429752066116,0.351851851851852,0.251533742331288,0.276785714285714,0.359223300970874,0.299145299145299,0.31,0.360153256704981,0.303468208092486,0.242458100558659,0.369281045751634,0.308681672025724,0.311728395061728,0.287234042553192,0.32529335071708,0.301470588235294,0.287581699346405,0.363636363636364,0.428571428571429,0.402985074626866,0.39,0.355421686746988,0.333333333333333
open_llama_7b,0.428327645051195,0.515733917546306,0.306354414894878,0.3,0.333333333333333,0.25,0.35,0.392452830188679,0.319444444444444,0.24,0.31,0.29,0.335260115606936,0.186274509803922,0.39,0.314893617021277,0.289473684210526,0.296551724137931,0.272486772486773,0.246031746031746,0.34,0.309677419354839,0.246305418719212,0.28,0.290909090909091,0.343434343434343,0.362694300518135,0.356410256410256,0.248148148148148,0.294117647058824,0.245033112582781,0.348623853211009,0.365740740740741,0.338235294117647,0.333333333333333,0.286995515695067,0.282442748091603,0.338842975206612,0.333333333333333,0.294478527607362,0.25,0.252427184466019,0.363247863247863,0.27,0.371647509578544,0.329479768786127,0.246927374301676,0.316993464052288,0.286173633440515,0.320987654320988,0.265957446808511,0.262059973924381,0.231617647058824,0.272875816993464,0.409090909090909,0.240816326530612,0.263681592039801,0.4,0.36144578313253,0.391812865497076
open_llama_7b,0.428327645051195,0.515733917546306,0.306354414894878,0.3,0.333333333333333,0.25,0.35,0.392452830188679,0.319444444444444,0.24,0.31,0.29,0.335260115606936,0.186274509803922,0.39,0.314893617021277,0.289473684210526,0.296551724137931,0.272486772486773,0.246031746031746,0.34,0.309677419354839,0.246305418719212,0.28,0.290909090909091,0.343434343434343,0.362694300518135,0.356410256410256,0.248148148148148,0.294117647058824,0.245033112582781,0.348623853211009,0.365740740740741,0.338235294117647,0.333333333333333,0.286995515695067,0.282442748091603,0.338842975206612,0.333333333333333,0.294478527607362,0.25,0.252427184466019,0.363247863247863,0.27,0.371647509578544,0.329479768786127,0.246927374301676,0.316993464052288,0.286173633440515,0.320987654320988,0.265957446808511,0.262059973924381,0.231617647058824,0.272875816993464,0.409090909090909,0.240816326530612,0.263681592039801,0.4,0.36144578313253,0.391812865497076
GPT-J-Pyg_PPO-6B-Dev-V8p4,0.367747440273038,0.493825931089424,0.303936807649369,0.28,0.274074074074074,0.388157894736842,0.26,0.316981132075472,0.236111111111111,0.29,0.23,0.37,0.30635838150289,0.235294117647059,0.35,0.31063829787234,0.280701754385965,0.358620689655172,0.238095238095238,0.238095238095238,0.34,0.338709677419355,0.270935960591133,0.26,0.266666666666667,0.313131313131313,0.347150259067358,0.364102564102564,0.259259259259259,0.298319327731092,0.311258278145695,0.267889908256881,0.277777777777778,0.269607843137255,0.286919831223629,0.291479820627803,0.244274809160305,0.471074380165289,0.296296296296296,0.294478527607362,0.223214285714286,0.300970873786408,0.294871794871795,0.34,0.268199233716475,0.341040462427746,0.272625698324022,0.326797385620915,0.311897106109325,0.320987654320988,0.283687943262411,0.297262059973924,0.341911764705882,0.290849673202614,0.354545454545455,0.395918367346939,0.388059701492537,0.34,0.289156626506024,0.309941520467836
RedTulu-Uncensored-3B-0719,0.377133105802048,0.476000796654053,0.303682483363429,0.28,0.259259259259259,0.315789473684211,0.37,0.275471698113208,0.347222222222222,0.32,0.32,0.32,0.271676300578035,0.245098039215686,0.31,0.212765957446809,0.280701754385965,0.337931034482759,0.275132275132275,0.357142857142857,0.32,0.341935483870968,0.280788177339901,0.26,0.309090909090909,0.373737373737374,0.33160621761658,0.371794871794872,0.262962962962963,0.34453781512605,0.377483443708609,0.368807339449541,0.37962962962963,0.274509803921569,0.253164556962025,0.134529147982063,0.33587786259542,0.388429752066116,0.212962962962963,0.251533742331288,0.267857142857143,0.388349514563107,0.401709401709402,0.27,0.301404853128991,0.265895953757225,0.272625698324022,0.320261437908497,0.295819935691318,0.308641975308642,0.280141843971631,0.265971316818774,0.433823529411765,0.25,0.327272727272727,0.297959183673469,0.313432835820896,0.25,0.228915662650602,0.298245614035088
starcoder,0.284982935153584,0.378311093407688,0.299957282191627,0.29,0.311111111111111,0.296052631578947,0.32,0.260377358490566,0.3125,0.24,0.3,0.33,0.248554913294798,0.235294117647059,0.48,0.297872340425532,0.307017543859649,0.427586206896552,0.248677248677249,0.293650793650794,0.31,0.264516129032258,0.201970443349754,0.41,0.339393939393939,0.202020202020202,0.253886010362694,0.238461538461538,0.274074074074074,0.273109243697479,0.218543046357616,0.223853211009174,0.180555555555556,0.279411764705882,0.316455696202532,0.358744394618834,0.297709923664122,0.421487603305785,0.259259259259259,0.239263803680982,0.267857142857143,0.262135922330097,0.414529914529915,0.34,0.32183908045977,0.358381502890173,0.242458100558659,0.313725490196078,0.360128617363344,0.33641975308642,0.294326241134752,0.282920469361147,0.202205882352941,0.299019607843137,0.345454545454545,0.277551020408163,0.3681592039801,0.42,0.313253012048193,0.315789473684211
orca_mini_7b,0.408703071672355,0.500796654052978,0.29970029082209,0.39,0.325925925925926,0.30921052631579,0.26,0.264150943396226,0.368055555555556,0.29,0.35,0.28,0.23121387283237,0.215686274509804,0.32,0.331914893617021,0.254385964912281,0.324137931034483,0.214285714285714,0.253968253968254,0.3,0.232258064516129,0.211822660098522,0.26,0.272727272727273,0.297979797979798,0.269430051813472,0.246153846153846,0.233333333333333,0.235294117647059,0.211920529801325,0.269724770642202,0.226851851851852,0.269607843137255,0.308016877637131,0.403587443946188,0.343511450381679,0.355371900826446,0.37962962962963,0.251533742331288,0.285714285714286,0.368932038834951,0.376068376068376,0.35,0.363984674329502,0.315028901734104,0.239106145251397,0.330065359477124,0.334405144694534,0.299382716049383,0.265957446808511,0.254237288135593,0.286764705882353,0.290849673202614,0.327272727272727,0.310204081632653,0.398009950248756,0.42,0.319277108433735,0.385964912280702
GPT-NeoXT-Chat-Base-20B,0.424061433447099,0.55098585939056,0.299191011841263,0.32,0.385185185185185,0.361842105263158,0.23,0.309433962264151,0.319444444444444,0.39,0.31,0.34,0.260115606936416,0.235294117647059,0.37,0.238297872340426,0.228070175438596,0.379310344827586,0.26984126984127,0.26984126984127,0.35,0.325806451612903,0.270935960591133,0.26,0.278787878787879,0.378787878787879,0.357512953367876,0.297435897435897,0.255555555555556,0.247899159663866,0.324503311258278,0.251376146788991,0.24537037037037,0.348039215686275,0.274261603375527,0.242152466367713,0.396946564885496,0.421487603305785,0.203703703703704,0.331288343558282,0.25,0.310679611650485,0.273504273504274,0.28,0.323116219667944,0.286127167630058,0.246927374301676,0.323529411764706,0.32475884244373,0.330246913580247,0.265957446808511,0.284876140808344,0.176470588235294,0.26797385620915,0.236363636363636,0.359183673469388,0.258706467661692,0.33,0.325301204819277,0.321637426900585
LaMini-GPT-1.5B,0.286689419795222,0.392352121091416,0.299185007500288,0.26,0.303703703703704,0.282894736842105,0.25,0.339622641509434,0.263888888888889,0.23,0.24,0.3,0.260115606936416,0.225490196078431,0.3,0.306382978723404,0.254385964912281,0.324137931034483,0.253968253968254,0.253968253968254,0.26,0.335483870967742,0.231527093596059,0.35,0.363636363636364,0.398989898989899,0.378238341968912,0.356410256410256,0.248148148148148,0.273109243697479,0.311258278145695,0.344954128440367,0.407407407407407,0.284313725490196,0.291139240506329,0.295964125560538,0.32824427480916,0.297520661157025,0.287037037037037,0.398773006134969,0.294642857142857,0.330097087378641,0.320512820512821,0.3,0.334610472541507,0.274566473988439,0.242458100558659,0.258169934640523,0.286173633440515,0.299382716049383,0.24822695035461,0.2503259452412,0.441176470588235,0.269607843137255,0.345454545454545,0.179591836734694,0.283582089552239,0.38,0.349397590361446,0.274853801169591
WizardCoder-15B-V1.0,0.292662116040956,0.386078470424218,0.294265336757157,0.34,0.274074074074074,0.269736842105263,0.38,0.241509433962264,0.305555555555556,0.22,0.35,0.36,0.248554913294798,0.254901960784314,0.49,0.314893617021277,0.289473684210526,0.386206896551724,0.283068783068783,0.26984126984127,0.31,0.258064516129032,0.231527093596059,0.38,0.339393939393939,0.202020202020202,0.243523316062176,0.235897435897436,0.281481481481482,0.247899159663866,0.225165562913907,0.214678899082569,0.180555555555556,0.294117647058824,0.29535864978903,0.349775784753363,0.259541984732824,0.330578512396694,0.296296296296296,0.233128834355828,0.294642857142857,0.262135922330097,0.41025641025641,0.27,0.310344827586207,0.352601156069364,0.241340782122905,0.300653594771242,0.334405144694534,0.287037037037037,0.283687943262411,0.275749674054759,0.198529411764706,0.279411764705882,0.363636363636364,0.257142857142857,0.343283582089552,0.38,0.337349397590361,0.304093567251462
PPO_Shygmalion-V8p4_Dev-6b,0.366894197952218,0.494323839872535,0.293101441017872,0.28,0.266666666666667,0.355263157894737,0.25,0.30188679245283,0.263888888888889,0.26,0.19,0.32,0.312138728323699,0.245098039215686,0.34,0.302127659574468,0.280701754385965,0.303448275862069,0.246031746031746,0.182539682539683,0.3,0.287096774193548,0.261083743842365,0.28,0.266666666666667,0.262626262626263,0.373056994818653,0.351282051282051,0.266666666666667,0.277310924369748,0.251655629139073,0.247706422018349,0.222222222222222,0.294117647058824,0.345991561181435,0.327354260089686,0.236641221374046,0.413223140495868,0.324074074074074,0.269938650306748,0.214285714285714,0.242718446601942,0.290598290598291,0.31,0.291187739463602,0.326589595375723,0.258100558659218,0.320261437908497,0.286173633440515,0.317901234567901,0.280141843971631,0.307040417209909,0.272058823529412,0.290849673202614,0.354545454545455,0.412244897959184,0.3681592039801,0.37,0.331325301204819,0.304093567251462
PPO_Pygway-V8p4_Dev-6b,0.366040955631399,0.495220075682135,0.292955938609379,0.29,0.251851851851852,0.368421052631579,0.22,0.313207547169811,0.222222222222222,0.24,0.2,0.31,0.30635838150289,0.235294117647059,0.36,0.314893617021277,0.271929824561404,0.289655172413793,0.235449735449735,0.206349206349206,0.31,0.296774193548387,0.270935960591133,0.28,0.278787878787879,0.252525252525253,0.347150259067358,0.353846153846154,0.259259259259259,0.294117647058824,0.258278145695364,0.24954128440367,0.217592592592593,0.264705882352941,0.308016877637131,0.327354260089686,0.267175572519084,0.446280991735537,0.314814814814815,0.263803680981595,0.276785714285714,0.233009708737864,0.320512820512821,0.29,0.298850574712644,0.312138728323699,0.249162011173184,0.330065359477124,0.305466237942122,0.327160493827161,0.269503546099291,0.296610169491525,0.283088235294118,0.287581699346405,0.345454545454545,0.420408163265306,0.373134328358209,0.33,0.331325301204819,0.321637426900585
mpt-7b-storywriter,0.419795221843003,0.546106353316073,0.288040228484415,0.32,0.311111111111111,0.25,0.24,0.275471698113208,0.270833333333333,0.18,0.32,0.3,0.225433526011561,0.205882352941176,0.31,0.297872340425532,0.263157894736842,0.303448275862069,0.28042328042328,0.285714285714286,0.35,0.280645161290323,0.295566502463054,0.32,0.242424242424242,0.257575757575758,0.284974093264249,0.258974358974359,0.281481481481482,0.285714285714286,0.291390728476821,0.245871559633028,0.375,0.274509803921569,0.29535864978903,0.322869955156951,0.251908396946565,0.347107438016529,0.287037037037037,0.306748466257669,0.258928571428571,0.262135922330097,0.311965811965812,0.23,0.312899106002554,0.312138728323699,0.251396648044693,0.271241830065359,0.302250803858521,0.305555555555556,0.297872340425532,0.278357235984355,0.220588235294118,0.272875816993464,0.390909090909091,0.371428571428571,0.318407960199005,0.29,0.337349397590361,0.327485380116959
lamini-neo-1.3b,0.296928327645051,0.393049193387771,0.287864644672934,0.22,0.22962962962963,0.25,0.35,0.305660377358491,0.263888888888889,0.22,0.29,0.29,0.242774566473988,0.196078431372549,0.32,0.331914893617021,0.271929824561404,0.4,0.267195767195767,0.277777777777778,0.37,0.293548387096774,0.280788177339901,0.29,0.333333333333333,0.267676767676768,0.259067357512953,0.228205128205128,0.259259259259259,0.235294117647059,0.298013245033113,0.275229357798165,0.337962962962963,0.259803921568627,0.329113924050633,0.31390134529148,0.320610687022901,0.363636363636364,0.296296296296296,0.269938650306748,0.321428571428571,0.262135922330097,0.358974358974359,0.2,0.292464878671775,0.312138728323699,0.246927374301676,0.339869281045752,0.260450160771704,0.317901234567901,0.24822695035461,0.23728813559322,0.290441176470588,0.264705882352941,0.318181818181818,0.273469387755102,0.293532338308458,0.32,0.343373493975904,0.298245614035088
starcoder-gpteacher-code-instruct,0.289249146757679,0.389265086636128,0.286256592495232,0.3,0.362962962962963,0.342105263157895,0.27,0.271698113207547,0.284722222222222,0.2,0.36,0.32,0.265895953757225,0.225490196078431,0.39,0.25531914893617,0.263157894736842,0.337931034482759,0.267195767195767,0.214285714285714,0.32,0.248387096774194,0.285714285714286,0.33,0.266666666666667,0.328282828282828,0.253886010362694,0.248717948717949,0.255555555555556,0.235294117647059,0.258278145695364,0.220183486238532,0.259259259259259,0.28921568627451,0.278481012658228,0.20627802690583,0.274809160305344,0.380165289256198,0.231481481481481,0.331288343558282,0.241071428571429,0.349514563106796,0.303418803418803,0.21,0.277139208173691,0.335260115606936,0.273743016759777,0.310457516339869,0.363344051446945,0.345679012345679,0.265957446808511,0.283572359843546,0.1875,0.256535947712418,0.263636363636364,0.404081632653061,0.253731343283582,0.36,0.295180722891566,0.304093567251462
open-llama-0.7T-7B-open-instruct-v1.1,0.431740614334471,0.515634335789683,0.285454237076453,0.26,0.318518518518519,0.217105263157895,0.27,0.316981132075472,0.277777777777778,0.21,0.35,0.26,0.265895953757225,0.235294117647059,0.31,0.331914893617021,0.263157894736842,0.248275862068966,0.288359788359788,0.174603174603175,0.3,0.293548387096774,0.280788177339901,0.28,0.236363636363636,0.262626262626263,0.305699481865285,0.248717948717949,0.285185185185185,0.273109243697479,0.311258278145695,0.293577981651376,0.472222222222222,0.299019607843137,0.244725738396624,0.37219730941704,0.282442748091603,0.371900826446281,0.305555555555556,0.202453987730061,0.258928571428571,0.252427184466019,0.320512820512821,0.28,0.319284802043423,0.26878612716763,0.239106145251397,0.248366013071895,0.273311897106109,0.29320987654321,0.283687943262411,0.271186440677966,0.341911764705882,0.263071895424837,0.363636363636364,0.302040816326531,0.27363184079602,0.27,0.295180722891566,0.333333333333333
GPT-J-Pyg_PPO-6B,0.381399317406143,0.5008962358096,0.285239658238058,0.26,0.318518518518519,0.342105263157895,0.23,0.286792452830189,0.243055555555556,0.22,0.25,0.34,0.277456647398844,0.235294117647059,0.29,0.327659574468085,0.298245614035088,0.337931034482759,0.272486772486773,0.214285714285714,0.32,0.287096774193548,0.251231527093596,0.33,0.272727272727273,0.237373737373737,0.284974093264249,0.305128205128205,0.244444444444444,0.252100840336134,0.231788079470199,0.240366972477064,0.189814814814815,0.230392156862745,0.227848101265823,0.295964125560538,0.251908396946565,0.43801652892562,0.305555555555556,0.294478527607362,0.25,0.262135922330097,0.269230769230769,0.23,0.280970625798212,0.332369942196532,0.271508379888268,0.323529411764706,0.311897106109325,0.311728395061728,0.25886524822695,0.286179921773142,0.231617647058824,0.308823529411765,0.372727272727273,0.428571428571429,0.378109452736318,0.34,0.27710843373494,0.298245614035088
Dolly_Shygmalion-6b-Dev_V8P2,0.383105802047782,0.499900418243378,0.28483327786557,0.29,0.288888888888889,0.315789473684211,0.23,0.30188679245283,0.270833333333333,0.17,0.16,0.32,0.30635838150289,0.205882352941176,0.37,0.297872340425532,0.271929824561404,0.262068965517241,0.253968253968254,0.198412698412698,0.32,0.296774193548387,0.25615763546798,0.27,0.309090909090909,0.222222222222222,0.321243523316062,0.338461538461539,0.262962962962963,0.23109243697479,0.258278145695364,0.238532110091743,0.180555555555556,0.294117647058824,0.29535864978903,0.31390134529148,0.221374045801527,0.43801652892562,0.314814814814815,0.257668711656442,0.25,0.223300970873786,0.299145299145299,0.32,0.326947637292465,0.289017341040462,0.242458100558659,0.330065359477124,0.32475884244373,0.327160493827161,0.273049645390071,0.30638852672751,0.213235294117647,0.274509803921569,0.363636363636364,0.43265306122449,0.333333333333333,0.34,0.307228915662651,0.304093567251462
lamini-cerebras-1.3b,0.223549488054608,0.332005576578371,0.284271891537302,0.22,0.251851851851852,0.256578947368421,0.38,0.309433962264151,0.263888888888889,0.32,0.29,0.32,0.271676300578035,0.186274509803922,0.28,0.285106382978723,0.254385964912281,0.303448275862069,0.253968253968254,0.261904761904762,0.33,0.280645161290323,0.241379310344828,0.3,0.254545454545455,0.358585858585859,0.367875647668394,0.369230769230769,0.274074074074074,0.23109243697479,0.271523178807947,0.348623853211009,0.333333333333333,0.269607843137255,0.232067510548523,0.134529147982063,0.32824427480916,0.305785123966942,0.259259259259259,0.337423312883436,0.214285714285714,0.359223300970874,0.264957264957265,0.28,0.236270753512133,0.323699421965318,0.232402234636872,0.287581699346405,0.29903536977492,0.240740740740741,0.262411347517731,0.244458930899609,0.444852941176471,0.274509803921569,0.245454545454545,0.404081632653061,0.343283582089552,0.26,0.186746987951807,0.263157894736842
PPO_Pygway-6b-Mix,0.377133105802048,0.500796654052978,0.284227396001275,0.26,0.274074074074074,0.30921052631579,0.22,0.305660377358491,0.25,0.24,0.25,0.35,0.283236994219653,0.225490196078431,0.31,0.323404255319149,0.324561403508772,0.275862068965517,0.267195767195767,0.23015873015873,0.32,0.319354838709677,0.275862068965517,0.26,0.284848484848485,0.237373737373737,0.253886010362694,0.317948717948718,0.255555555555556,0.252100840336134,0.258278145695364,0.238532110091743,0.194444444444444,0.259803921568627,0.248945147679325,0.376681614349776,0.274809160305344,0.429752066115703,0.277777777777778,0.239263803680982,0.267857142857143,0.213592233009709,0.303418803418803,0.28,0.289910600255428,0.280346820809249,0.252513966480447,0.320261437908497,0.305466237942122,0.330246913580247,0.265957446808511,0.282268578878748,0.202205882352941,0.294117647058824,0.381818181818182,0.43265306122449,0.343283582089552,0.27,0.295180722891566,0.315789473684211
Janemalion-6B,0.386518771331058,0.505277833100976,0.282825859611641,0.26,0.296296296296296,0.315789473684211,0.26,0.309433962264151,0.263888888888889,0.17,0.23,0.3,0.265895953757225,0.215686274509804,0.36,0.34468085106383,0.333333333333333,0.248275862068966,0.251322751322751,0.198412698412698,0.28,0.254838709677419,0.266009852216749,0.23,0.272727272727273,0.217171717171717,0.253886010362694,0.28974358974359,0.266666666666667,0.239495798319328,0.258278145695364,0.260550458715596,0.180555555555556,0.294117647058824,0.30379746835443,0.340807174887892,0.251908396946565,0.363636363636364,0.324074074074074,0.251533742331288,0.357142857142857,0.174757281553398,0.273504273504274,0.26,0.324393358876118,0.294797687861272,0.241340782122905,0.343137254901961,0.292604501607717,0.314814814814815,0.297872340425532,0.316818774445893,0.235294117647059,0.274509803921569,0.354545454545455,0.428571428571429,0.36318407960199,0.34,0.295180722891566,0.315789473684211
pygmalion-6b,0.359215017064846,0.473610834495121,0.279975987362734,0.29,0.207407407407407,0.203947368421053,0.25,0.256603773584906,0.25,0.29,0.31,0.25,0.283236994219653,0.225490196078431,0.36,0.276595744680851,0.245614035087719,0.337931034482759,0.243386243386243,0.253968253968254,0.18,0.274193548387097,0.246305418719212,0.3,0.327272727272727,0.247474747474748,0.33160621761658,0.28974358974359,0.277777777777778,0.30672268907563,0.225165562913907,0.264220183486239,0.180555555555556,0.323529411764706,0.29957805907173,0.336322869955157,0.251908396946565,0.388429752066116,0.305555555555556,0.233128834355828,0.330357142857143,0.203883495145631,0.294871794871795,0.3,0.29757343550447,0.309248554913295,0.236871508379888,0.395424836601307,0.241157556270096,0.29320987654321,0.280141843971631,0.284224250325945,0.264705882352941,0.277777777777778,0.263636363636364,0.306122448979592,0.323383084577114,0.34,0.259036144578313,0.333333333333333
oasst-pythia-12b-pretrained-sft,0.406143344709898,0.510953993228441,0.278065692101048,0.28,0.288888888888889,0.276315789473684,0.4,0.324528301886792,0.243055555555556,0.22,0.29,0.29,0.254335260115607,0.343137254901961,0.25,0.319148936170213,0.271929824561404,0.310344827586207,0.23015873015873,0.301587301587302,0.31,0.274193548387097,0.251231527093596,0.24,0.254545454545455,0.313131313131313,0.357512953367876,0.315384615384615,0.237037037037037,0.235294117647059,0.304635761589404,0.278899082568807,0.305555555555556,0.299019607843137,0.19831223628692,0.340807174887892,0.259541984732824,0.272727272727273,0.314814814814815,0.196319018404908,0.223214285714286,0.233009708737864,0.269230769230769,0.26,0.254150702426565,0.257225433526012,0.254748603351955,0.264705882352941,0.247588424437299,0.216049382716049,0.276595744680851,0.244458930899609,0.444852941176471,0.236928104575163,0.318181818181818,0.4,0.27363184079602,0.23,0.253012048192771,0.239766081871345
xglm-7.5B,0.307167235494881,0.449611631149173,0.277886680716694,0.27,0.251851851851852,0.223684210526316,0.26,0.30188679245283,0.298611111111111,0.27,0.28,0.25,0.254335260115607,0.196078431372549,0.28,0.28936170212766,0.254385964912281,0.206896551724138,0.267195767195767,0.317460317460317,0.29,0.332258064516129,0.310344827586207,0.28,0.278787878787879,0.358585858585859,0.362694300518135,0.356410256410256,0.248148148148148,0.331932773109244,0.298013245033113,0.277064220183486,0.421296296296296,0.235294117647059,0.257383966244726,0.345291479820628,0.236641221374046,0.363636363636364,0.212962962962963,0.257668711656442,0.223214285714286,0.262135922330097,0.17948717948718,0.31,0.255427841634738,0.23121387283237,0.242458100558659,0.277777777777778,0.244372990353698,0.274691358024691,0.262411347517731,0.244458930899609,0.452205882352941,0.269607843137255,0.245454545454545,0.289795918367347,0.238805970149254,0.24,0.289156626506024,0.280701754385965
falcon-7b,0.436006825938567,0.579764987054372,0.277854701532859,0.25,0.2,0.243421052631579,0.21,0.29811320754717,0.236111111111111,0.21,0.27,0.27,0.248554913294798,0.215686274509804,0.28,0.285106382978723,0.263157894736842,0.289655172413793,0.248677248677249,0.214285714285714,0.31,0.251612903225806,0.251231527093596,0.31,0.242424242424242,0.196969696969697,0.259067357512953,0.243589743589744,0.262962962962963,0.273109243697479,0.311258278145695,0.234862385321101,0.152777777777778,0.318627450980392,0.265822784810127,0.457399103139013,0.290076335877863,0.239669421487603,0.314814814814815,0.257668711656442,0.383928571428571,0.252427184466019,0.311965811965812,0.29,0.306513409961686,0.289017341040462,0.239106145251397,0.281045751633987,0.295819935691318,0.320987654320988,0.301418439716312,0.249674054758801,0.279411764705882,0.26797385620915,0.354545454545455,0.269387755102041,0.353233830845771,0.39,0.379518072289157,0.345029239766082
GPT-J-6B-Shinen,0.35580204778157,0.493726349332802,0.277162852207319,0.26,0.288888888888889,0.289473684210526,0.28,0.313207547169811,0.236111111111111,0.19,0.22,0.26,0.271676300578035,0.235294117647059,0.32,0.327659574468085,0.333333333333333,0.289655172413793,0.272486772486773,0.238095238095238,0.29,0.270967741935484,0.261083743842365,0.27,0.284848484848485,0.252525252525253,0.253886010362694,0.274358974358974,0.248148148148148,0.239495798319328,0.251655629139073,0.244036697247706,0.180555555555556,0.308823529411765,0.270042194092827,0.309417040358744,0.206106870229008,0.396694214876033,0.305555555555556,0.251533742331288,0.25,0.16504854368932,0.282051282051282,0.31,0.311621966794381,0.30635838150289,0.241340782122905,0.294117647058824,0.282958199356913,0.296296296296296,0.283687943262411,0.295306388526728,0.25,0.276143790849673,0.327272727272727,0.43265306122449,0.328358208955224,0.27,0.301204819277108,0.298245614035088
RedPajama-INCITE-7B-Base,0.422354948805461,0.531766580362478,0.276821401869548,0.3,0.244444444444444,0.296052631578947,0.21,0.335849056603774,0.291666666666667,0.32,0.31,0.28,0.30635838150289,0.235294117647059,0.36,0.285106382978723,0.245614035087719,0.255172413793103,0.264550264550265,0.380952380952381,0.32,0.270967741935484,0.275862068965517,0.29,0.254545454545455,0.373737373737374,0.238341968911917,0.292307692307692,0.277777777777778,0.294117647058824,0.23841059602649,0.326605504587156,0.291666666666667,0.235294117647059,0.278481012658228,0.147982062780269,0.259541984732824,0.264462809917355,0.240740740740741,0.208588957055215,0.196428571428571,0.300970873786408,0.303418803418803,0.26,0.275862068965517,0.271676300578035,0.243575418994413,0.281045751633987,0.279742765273312,0.324074074074074,0.290780141843972,0.25619295958279,0.202205882352941,0.297385620915033,0.345454545454545,0.289795918367347,0.248756218905473,0.29,0.216867469879518,0.304093567251462
RedPajama-INCITE-Base-7B-v0.1,0.422354948805461,0.531766580362478,0.276821401869548,0.3,0.244444444444444,0.296052631578947,0.21,0.335849056603774,0.291666666666667,0.32,0.31,0.28,0.30635838150289,0.235294117647059,0.36,0.285106382978723,0.245614035087719,0.255172413793103,0.264550264550265,0.380952380952381,0.32,0.270967741935484,0.275862068965517,0.29,0.254545454545455,0.373737373737374,0.238341968911917,0.292307692307692,0.277777777777778,0.294117647058824,0.23841059602649,0.326605504587156,0.291666666666667,0.235294117647059,0.278481012658228,0.147982062780269,0.259541984732824,0.264462809917355,0.240740740740741,0.208588957055215,0.196428571428571,0.300970873786408,0.303418803418803,0.26,0.275862068965517,0.271676300578035,0.243575418994413,0.281045751633987,0.279742765273312,0.324074074074074,0.290780141843972,0.25619295958279,0.202205882352941,0.297385620915033,0.345454545454545,0.289795918367347,0.248756218905473,0.29,0.216867469879518,0.304093567251462
RedPajama-INCITE-7B-Base,0.422354948805461,0.531766580362478,0.276821401869548,0.3,0.244444444444444,0.296052631578947,0.21,0.335849056603774,0.291666666666667,0.32,0.31,0.28,0.30635838150289,0.235294117647059,0.36,0.285106382978723,0.245614035087719,0.255172413793103,0.264550264550265,0.380952380952381,0.32,0.270967741935484,0.275862068965517,0.29,0.254545454545455,0.373737373737374,0.238341968911917,0.292307692307692,0.277777777777778,0.294117647058824,0.23841059602649,0.326605504587156,0.291666666666667,0.235294117647059,0.278481012658228,0.147982062780269,0.259541984732824,0.264462809917355,0.240740740740741,0.208588957055215,0.196428571428571,0.300970873786408,0.303418803418803,0.26,0.275862068965517,0.271676300578035,0.243575418994413,0.281045751633987,0.279742765273312,0.324074074074074,0.290780141843972,0.25619295958279,0.202205882352941,0.297385620915033,0.345454545454545,0.289795918367347,0.248756218905473,0.29,0.216867469879518,0.304093567251462
open_llama_7b_400bt_preview,0.361774744027304,0.493925512846047,0.276444329743734,0.3,0.311111111111111,0.282894736842105,0.23,0.29811320754717,0.263888888888889,0.35,0.32,0.28,0.254335260115607,0.215686274509804,0.3,0.195744680851064,0.236842105263158,0.296551724137931,0.267195767195767,0.166666666666667,0.33,0.251612903225806,0.280788177339901,0.31,0.266666666666667,0.343434343434343,0.367875647668394,0.358974358974359,0.262962962962963,0.210084033613445,0.258278145695364,0.348623853211009,0.439814814814815,0.279411764705882,0.253164556962025,0.139013452914798,0.282442748091603,0.380165289256198,0.212962962962963,0.300613496932515,0.160714285714286,0.378640776699029,0.256410256410256,0.2,0.204342273307791,0.291907514450867,0.246927374301676,0.254901960784314,0.279742765273312,0.225308641975309,0.269503546099291,0.265971316818774,0.448529411764706,0.225490196078431,0.209090909090909,0.4,0.248756218905473,0.26,0.192771084337349,0.292397660818713
Dolly_Shygmalion-6b,0.385665529010239,0.503385779725154,0.275813343372088,0.28,0.274074074074074,0.302631578947368,0.31,0.286792452830189,0.236111111111111,0.17,0.19,0.31,0.265895953757225,0.196078431372549,0.33,0.331914893617021,0.289473684210526,0.268965517241379,0.283068783068783,0.23015873015873,0.34,0.267741935483871,0.261083743842365,0.23,0.290909090909091,0.202020202020202,0.248704663212435,0.274358974358974,0.266666666666667,0.243697478991597,0.251655629139073,0.251376146788991,0.166666666666667,0.28921568627451,0.286919831223629,0.36322869955157,0.206106870229008,0.363636363636364,0.342592592592593,0.233128834355828,0.321428571428571,0.145631067961165,0.299145299145299,0.29,0.314176245210728,0.300578034682081,0.242458100558659,0.310457516339869,0.282958199356913,0.311728395061728,0.280141843971631,0.29400260756193,0.180147058823529,0.282679738562092,0.318181818181818,0.436734693877551,0.308457711442786,0.28,0.295180722891566,0.292397660818713
h2ogpt-gm-oasst1-en-1024-open-llama-7b-preview-400bt,0.376279863481229,0.47858992232623,0.275521505451584,0.31,0.318518518518519,0.289473684210526,0.22,0.29811320754717,0.263888888888889,0.26,0.36,0.26,0.242774566473988,0.215686274509804,0.28,0.212765957446809,0.236842105263158,0.303448275862069,0.267195767195767,0.150793650793651,0.33,0.251612903225806,0.270935960591133,0.31,0.272727272727273,0.353535353535354,0.378238341968912,0.335897435897436,0.262962962962963,0.210084033613445,0.278145695364238,0.348623853211009,0.421296296296296,0.274509803921569,0.265822784810127,0.125560538116592,0.282442748091603,0.371900826446281,0.231481481481481,0.300613496932515,0.160714285714286,0.378640776699029,0.256410256410256,0.2,0.203065134099617,0.291907514450867,0.246927374301676,0.251633986928105,0.29903536977492,0.225308641975309,0.269503546099291,0.276401564537158,0.444852941176471,0.243464052287582,0.209090909090909,0.4,0.248756218905473,0.26,0.180722891566265,0.292397660818713
PPO_Shygmalion-6b,0.362627986348123,0.496116311491735,0.275306906936317,0.26,0.274074074074074,0.296052631578947,0.28,0.294339622641509,0.25,0.17,0.23,0.32,0.242774566473988,0.225490196078431,0.31,0.327659574468085,0.342105263157895,0.241379310344828,0.261904761904762,0.182539682539683,0.3,0.270967741935484,0.270935960591133,0.19,0.296969696969697,0.237373737373737,0.227979274611399,0.292307692307692,0.259259259259259,0.252100840336134,0.258278145695364,0.24954128440367,0.152777777777778,0.28921568627451,0.274261603375527,0.336322869955157,0.251908396946565,0.413223140495868,0.277777777777778,0.245398773006135,0.276785714285714,0.233009708737864,0.294871794871795,0.28,0.295019157088123,0.289017341040462,0.243575418994413,0.290849673202614,0.308681672025724,0.299382716049383,0.269503546099291,0.295306388526728,0.209558823529412,0.276143790849673,0.327272727272727,0.436734693877551,0.348258706467662,0.27,0.301204819277108,0.292397660818713
nb-gpt-j-6B-alpaca,0.344709897610922,0.446026687910775,0.275264828563675,0.28,0.296296296296296,0.171052631578947,0.26,0.237735849056604,0.347222222222222,0.22,0.35,0.32,0.265895953757225,0.323529411764706,0.22,0.314893617021277,0.228070175438596,0.248275862068966,0.253968253968254,0.222222222222222,0.22,0.235483870967742,0.270935960591133,0.27,0.260606060606061,0.358585858585859,0.357512953367876,0.238461538461538,0.225925925925926,0.19327731092437,0.298013245033113,0.326605504587156,0.462962962962963,0.220588235294118,0.257383966244726,0.260089686098655,0.206106870229008,0.297520661157025,0.259259259259259,0.294478527607362,0.169642857142857,0.203883495145631,0.217948717948718,0.4,0.305236270753512,0.286127167630058,0.272625698324022,0.313725490196078,0.295819935691318,0.228395061728395,0.24113475177305,0.239895697522816,0.441176470588235,0.274509803921569,0.290909090909091,0.387755102040816,0.213930348258706,0.3,0.27710843373494,0.257309941520468
GPT-J-6B-Janeway,0.369453924914676,0.493925512846047,0.274496357148326,0.26,0.266666666666667,0.289473684210526,0.25,0.286792452830189,0.270833333333333,0.23,0.19,0.31,0.271676300578035,0.225490196078431,0.33,0.365957446808511,0.342105263157895,0.268965517241379,0.256613756613757,0.206349206349206,0.31,0.258064516129032,0.270935960591133,0.25,0.272727272727273,0.202020202020202,0.27979274611399,0.274358974358974,0.251851851851852,0.273109243697479,0.231788079470199,0.231192660550459,0.194444444444444,0.279411764705882,0.265822784810127,0.309417040358744,0.244274809160305,0.239669421487603,0.314814814814815,0.226993865030675,0.348214285714286,0.194174757281553,0.256410256410256,0.27,0.301404853128991,0.271676300578035,0.251396648044693,0.294117647058824,0.289389067524116,0.302469135802469,0.283687943262411,0.300521512385919,0.264705882352941,0.281045751633987,0.3,0.420408163265306,0.328358208955224,0.3,0.265060240963855,0.321637426900585
Pythia-Chat-Base-7B,0.350682593856655,0.509759012148974,0.274410988312183,0.37,0.340740740740741,0.296052631578947,0.31,0.279245283018868,0.270833333333333,0.21,0.37,0.3,0.254335260115607,0.215686274509804,0.29,0.208510638297872,0.298245614035088,0.268965517241379,0.246031746031746,0.26984126984127,0.36,0.248387096774194,0.236453201970443,0.36,0.296969696969697,0.247474747474748,0.253886010362694,0.228205128205128,0.244444444444444,0.260504201680672,0.23841059602649,0.242201834862385,0.212962962962963,0.294117647058824,0.206751054852321,0.219730941704036,0.259541984732824,0.355371900826446,0.314814814814815,0.288343558282209,0.366071428571429,0.203883495145631,0.316239316239316,0.26,0.259259259259259,0.291907514450867,0.237988826815642,0.287581699346405,0.302250803858521,0.274691358024691,0.273049645390071,0.272490221642764,0.161764705882353,0.302287581699346,0.236363636363636,0.322448979591837,0.238805970149254,0.31,0.259036144578313,0.298245614035088
Janin-GPTJ,0.360068259385666,0.495319657438757,0.274041919330857,0.24,0.288888888888889,0.289473684210526,0.29,0.30188679245283,0.263888888888889,0.15,0.23,0.31,0.271676300578035,0.225490196078431,0.34,0.336170212765957,0.333333333333333,0.268965517241379,0.267195767195767,0.23015873015873,0.29,0.225806451612903,0.241379310344828,0.24,0.260606060606061,0.222222222222222,0.22279792746114,0.271794871794872,0.251851851851852,0.256302521008403,0.258278145695364,0.245871559633028,0.194444444444444,0.284313725490196,0.261603375527426,0.322869955156951,0.229007633587786,0.272727272727273,0.314814814814815,0.245398773006135,0.339285714285714,0.203883495145631,0.277777777777778,0.26,0.302681992337165,0.289017341040462,0.237988826815642,0.277777777777778,0.276527331189711,0.302469135802469,0.283687943262411,0.310951760104303,0.257352941176471,0.272875816993464,0.336363636363636,0.412244897959184,0.353233830845771,0.29,0.27710843373494,0.309941520467836
pythia-12b-sft-v8-2.5k-steps,0.393344709897611,0.517227643895638,0.273579659264268,0.35,0.177777777777778,0.230263157894737,0.25,0.313207547169811,0.263888888888889,0.24,0.22,0.25,0.23121387283237,0.235294117647059,0.32,0.348936170212766,0.271929824561404,0.23448275862069,0.238095238095238,0.238095238095238,0.29,0.287096774193548,0.251231527093596,0.23,0.266666666666667,0.308080808080808,0.207253886010363,0.256410256410256,0.288888888888889,0.239495798319328,0.231788079470199,0.253211009174312,0.324074074074074,0.254901960784314,0.270042194092827,0.349775784753363,0.282442748091603,0.264462809917355,0.324074074074074,0.269938650306748,0.276785714285714,0.281553398058252,0.303418803418803,0.39,0.302681992337165,0.26878612716763,0.237988826815642,0.281045751633987,0.270096463022508,0.277777777777778,0.230496453900709,0.239895697522816,0.389705882352941,0.258169934640523,0.318181818181818,0.26530612244898,0.233830845771144,0.3,0.301204819277108,0.304093567251462
ChanMalion,0.377986348122867,0.500099581756622,0.272933999578374,0.29,0.303703703703704,0.355263157894737,0.19,0.264150943396226,0.25,0.18,0.18,0.3,0.312138728323699,0.235294117647059,0.29,0.319148936170213,0.210526315789474,0.324137931034483,0.267195767195767,0.206349206349206,0.31,0.261290322580645,0.261083743842365,0.31,0.272727272727273,0.237373737373737,0.264248704663212,0.269230769230769,0.248148148148148,0.243697478991597,0.258278145695364,0.255045871559633,0.212962962962963,0.254901960784314,0.261603375527426,0.331838565022422,0.198473282442748,0.413223140495868,0.287037037037037,0.294478527607362,0.196428571428571,0.184466019417476,0.286324786324786,0.26,0.300127713920817,0.294797687861272,0.235754189944134,0.313725490196078,0.305466237942122,0.33641975308642,0.283687943262411,0.291395045632334,0.227941176470588,0.300653594771242,0.327272727272727,0.33469387755102,0.263681592039801,0.31,0.265060240963855,0.315789473684211
ScarletPajama-3B-HF,0.363481228668942,0.479685321649074,0.272786843588335,0.28,0.222222222222222,0.302631578947368,0.22,0.320754716981132,0.256944444444444,0.34,0.27,0.31,0.323699421965318,0.235294117647059,0.15,0.234042553191489,0.263157894736842,0.241379310344828,0.275132275132275,0.261904761904762,0.32,0.283870967741936,0.270935960591133,0.2,0.248484848484848,0.373737373737374,0.357512953367876,0.325641025641026,0.288888888888889,0.340336134453782,0.317880794701987,0.330275229357798,0.393518518518519,0.254901960784314,0.248945147679325,0.130044843049327,0.259541984732824,0.347107438016529,0.25,0.239263803680982,0.276785714285714,0.349514563106796,0.217948717948718,0.28,0.212005108556833,0.222543352601156,0.272625698324022,0.294117647058824,0.282958199356913,0.237654320987654,0.283687943262411,0.2503259452412,0.352941176470588,0.217320261437909,0.263636363636364,0.302040816326531,0.253731343283582,0.24,0.22289156626506,0.228070175438596
ScarletPajama-3B-HF,0.363481228668942,0.479685321649074,0.272786843588335,0.28,0.222222222222222,0.302631578947368,0.22,0.320754716981132,0.256944444444444,0.34,0.27,0.31,0.323699421965318,0.235294117647059,0.15,0.234042553191489,0.263157894736842,0.241379310344828,0.275132275132275,0.261904761904762,0.32,0.283870967741936,0.270935960591133,0.2,0.248484848484848,0.373737373737374,0.357512953367876,0.325641025641026,0.288888888888889,0.340336134453782,0.317880794701987,0.330275229357798,0.393518518518519,0.254901960784314,0.248945147679325,0.130044843049327,0.259541984732824,0.347107438016529,0.25,0.239263803680982,0.276785714285714,0.349514563106796,0.217948717948718,0.28,0.212005108556833,0.222543352601156,0.272625698324022,0.294117647058824,0.282958199356913,0.237654320987654,0.283687943262411,0.2503259452412,0.352941176470588,0.217320261437909,0.263636363636364,0.302040816326531,0.253731343283582,0.24,0.22289156626506,0.228070175438596
ScarletPajama-3B-HF,0.363481228668942,0.479685321649074,0.272786843588335,0.28,0.222222222222222,0.302631578947368,0.22,0.320754716981132,0.256944444444444,0.34,0.27,0.31,0.323699421965318,0.235294117647059,0.15,0.234042553191489,0.263157894736842,0.241379310344828,0.275132275132275,0.261904761904762,0.32,0.283870967741936,0.270935960591133,0.2,0.248484848484848,0.373737373737374,0.357512953367876,0.325641025641026,0.288888888888889,0.340336134453782,0.317880794701987,0.330275229357798,0.393518518518519,0.254901960784314,0.248945147679325,0.130044843049327,0.259541984732824,0.347107438016529,0.25,0.239263803680982,0.276785714285714,0.349514563106796,0.217948717948718,0.28,0.212005108556833,0.222543352601156,0.272625698324022,0.294117647058824,0.282958199356913,0.237654320987654,0.283687943262411,0.2503259452412,0.352941176470588,0.217320261437909,0.263636363636364,0.302040816326531,0.253731343283582,0.24,0.22289156626506,0.228070175438596
RedPajama-INCITE-Chat-3B-Instruction-Tuning-with-GPT-4,0.376279863481229,0.491834295956981,0.272560082827266,0.29,0.266666666666667,0.335526315789474,0.2,0.305660377358491,0.256944444444444,0.33,0.23,0.33,0.219653179190751,0.245098039215686,0.22,0.234042553191489,0.254385964912281,0.289655172413793,0.272486772486773,0.246031746031746,0.32,0.280645161290323,0.280788177339901,0.25,0.236363636363636,0.353535353535354,0.367875647668394,0.338461538461539,0.251851851851852,0.285714285714286,0.397350993377483,0.346788990825688,0.398148148148148,0.245098039215686,0.257383966244726,0.125560538116592,0.206106870229008,0.396694214876033,0.231481481481481,0.233128834355828,0.205357142857143,0.281553398058252,0.222222222222222,0.32,0.254150702426565,0.222543352601156,0.226815642458101,0.248366013071895,0.270096463022508,0.262345679012346,0.269503546099291,0.260104302477184,0.323529411764706,0.215686274509804,0.309090909090909,0.326530612244898,0.253731343283582,0.25,0.192771084337349,0.292397660818713
YetAnother_Open-Llama-3B-LoRA-OpenOrca,0.363481228668942,0.492830113523203,0.27211136906774,0.25,0.207407407407407,0.243421052631579,0.26,0.260377358490566,0.236111111111111,0.28,0.21,0.26,0.213872832369942,0.215686274509804,0.3,0.327659574468085,0.307017543859649,0.206896551724138,0.261904761904762,0.317460317460317,0.31,0.274193548387097,0.295566502463054,0.19,0.236363636363636,0.353535353535354,0.227979274611399,0.28974358974359,0.248148148148148,0.294117647058824,0.350993377483444,0.339449541284404,0.476851851851852,0.235294117647059,0.227848101265823,0.31390134529148,0.244274809160305,0.247933884297521,0.287037037037037,0.184049079754601,0.232142857142857,0.271844660194175,0.299145299145299,0.26,0.277139208173691,0.297687861271676,0.240223463687151,0.297385620915033,0.273311897106109,0.259259259259259,0.273049645390071,0.238591916558018,0.444852941176471,0.25,0.318181818181818,0.269387755102041,0.238805970149254,0.25,0.271084337349398,0.263157894736842
palmyra-base,0.291808873720137,0.41665006970723,0.271510197549608,0.21,0.214814814814815,0.25,0.27,0.29811320754717,0.263888888888889,0.37,0.29,0.31,0.358381502890173,0.225490196078431,0.31,0.212765957446809,0.245614035087719,0.248275862068966,0.275132275132275,0.357142857142857,0.25,0.280645161290323,0.236453201970443,0.2,0.242424242424242,0.333333333333333,0.305699481865285,0.353846153846154,0.266666666666667,0.281512605042017,0.205298013245033,0.341284403669725,0.467592592592593,0.225490196078431,0.227848101265823,0.103139013452915,0.16030534351145,0.256198347107438,0.259259259259259,0.226993865030675,0.267857142857143,0.310679611650485,0.264957264957265,0.37,0.209450830140485,0.19364161849711,0.272625698324022,0.264705882352941,0.257234726688103,0.216049382716049,0.25531914893617,0.261408083441982,0.448529411764706,0.228758169934641,0.281818181818182,0.306122448979592,0.27363184079602,0.29,0.283132530120482,0.286549707602339
Dolly_Malion-6b,0.395051194539249,0.504381597291376,0.271272457523604,0.29,0.259259259259259,0.296052631578947,0.32,0.286792452830189,0.25,0.15,0.19,0.27,0.260115606936416,0.215686274509804,0.36,0.323404255319149,0.289473684210526,0.282758620689655,0.261904761904762,0.19047619047619,0.28,0.251612903225806,0.251231527093596,0.27,0.309090909090909,0.217171717171717,0.243523316062176,0.253846153846154,0.259259259259259,0.252100840336134,0.271523178807947,0.244036697247706,0.138888888888889,0.284313725490196,0.286919831223629,0.37219730941704,0.198473282442748,0.355371900826446,0.296296296296296,0.239263803680982,0.3125,0.174757281553398,0.235042735042735,0.25,0.316730523627075,0.294797687861272,0.240223463687151,0.290849673202614,0.292604501607717,0.308641975308642,0.294326241134752,0.290743155149935,0.194852941176471,0.266339869281046,0.372727272727273,0.379591836734694,0.263681592039801,0.32,0.283132530120482,0.309941520467836
dlite-v1-355m,0.237201365187713,0.335391356303525,0.271215844875768,0.24,0.325925925925926,0.322368421052632,0.28,0.30188679245283,0.284722222222222,0.25,0.36,0.22,0.236994219653179,0.254901960784314,0.29,0.217021276595745,0.245614035087719,0.262068965517241,0.26984126984127,0.293650793650794,0.33,0.264516129032258,0.315270935960591,0.25,0.242424242424242,0.348484848484849,0.357512953367876,0.353846153846154,0.266666666666667,0.243697478991597,0.298013245033113,0.348623853211009,0.462962962962963,0.254901960784314,0.215189873417722,0.192825112107623,0.282442748091603,0.12396694214876,0.185185185185185,0.294478527607362,0.151785714285714,0.349514563106796,0.170940170940171,0.17,0.233716475095785,0.236994219653179,0.241340782122905,0.284313725490196,0.295819935691318,0.243827160493827,0.262411347517731,0.256844850065189,0.441176470588235,0.212418300653595,0.254545454545455,0.36734693877551,0.248756218905473,0.26,0.210843373493976,0.280701754385965
open_llama_3b_v2,0.35580204778157,0.531069508066122,0.271179810113733,0.27,0.237037037037037,0.276315789473684,0.4,0.267924528301887,0.243055555555556,0.24,0.27,0.31,0.236994219653179,0.205882352941176,0.32,0.323404255319149,0.245614035087719,0.206896551724138,0.291005291005291,0.246031746031746,0.31,0.235483870967742,0.216748768472906,0.24,0.248484848484848,0.202020202020202,0.238341968911917,0.256410256410256,0.233333333333333,0.277310924369748,0.33112582781457,0.247706422018349,0.208333333333333,0.235294117647059,0.253164556962025,0.399103139013453,0.251908396946565,0.297520661157025,0.296296296296296,0.214723926380368,0.294642857142857,0.271844660194175,0.286324786324786,0.23,0.280970625798212,0.257225433526012,0.240223463687151,0.264705882352941,0.276527331189711,0.299382716049383,0.312056737588653,0.245762711864407,0.213235294117647,0.264705882352941,0.327272727272727,0.33469387755102,0.278606965174129,0.36,0.337349397590361,0.298245614035088
Ziya-LLaMA-13B-Pretrain-v1,0.206484641638225,0.254929296952798,0.270379924233742,0.21,0.22962962962963,0.335526315789474,0.21,0.29811320754717,0.263888888888889,0.41,0.33,0.31,0.335260115606936,0.372549019607843,0.18,0.208510638297872,0.236842105263158,0.241379310344828,0.267195767195767,0.365079365079365,0.18,0.316129032258065,0.280788177339901,0.19,0.254545454545455,0.353535353535354,0.367875647668394,0.364102564102564,0.262962962962963,0.348739495798319,0.33112582781457,0.348623853211009,0.472222222222222,0.254901960784314,0.20253164556962,0.10762331838565,0.282442748091603,0.140495867768595,0.212962962962963,0.233128834355828,0.160714285714286,0.378640776699029,0.196581196581197,0.24,0.204342273307791,0.213872832369942,0.272625698324022,0.294117647058824,0.241157556270096,0.225308641975309,0.24113475177305,0.244458930899609,0.448529411764706,0.217320261437909,0.227272727272727,0.4,0.26865671641791,0.26,0.192771084337349,0.175438596491228
Ziya-LLaMA-13B-v1,0.214163822525597,0.255228042222665,0.270379924233742,0.21,0.22962962962963,0.335526315789474,0.21,0.29811320754717,0.263888888888889,0.41,0.33,0.31,0.335260115606936,0.372549019607843,0.18,0.208510638297872,0.236842105263158,0.241379310344828,0.267195767195767,0.365079365079365,0.18,0.316129032258065,0.280788177339901,0.19,0.254545454545455,0.353535353535354,0.367875647668394,0.364102564102564,0.262962962962963,0.348739495798319,0.33112582781457,0.348623853211009,0.472222222222222,0.254901960784314,0.20253164556962,0.10762331838565,0.282442748091603,0.140495867768595,0.212962962962963,0.233128834355828,0.160714285714286,0.378640776699029,0.196581196581197,0.24,0.204342273307791,0.213872832369942,0.272625698324022,0.294117647058824,0.241157556270096,0.225308641975309,0.24113475177305,0.244458930899609,0.448529411764706,0.217320261437909,0.227272727272727,0.4,0.26865671641791,0.26,0.192771084337349,0.175438596491228
RedPajama-INCITE-Base-3B-v1,0.354948805460751,0.479884485162318,0.270278742246413,0.29,0.207407407407407,0.25,0.23,0.286792452830189,0.256944444444444,0.28,0.21,0.36,0.300578034682081,0.156862745098039,0.18,0.259574468085106,0.263157894736842,0.23448275862069,0.26984126984127,0.253968253968254,0.31,0.254838709677419,0.251231527093596,0.22,0.236363636363636,0.388888888888889,0.357512953367876,0.292307692307692,0.22962962962963,0.302521008403361,0.370860927152318,0.354128440366973,0.365740740740741,0.299019607843137,0.265822784810127,0.10762331838565,0.236641221374046,0.388429752066116,0.194444444444444,0.233128834355828,0.223214285714286,0.339805825242718,0.222222222222222,0.28,0.242656449553001,0.234104046242775,0.265921787709497,0.277777777777778,0.266881028938907,0.25,0.290780141843972,0.260104302477184,0.400735294117647,0.223856209150327,0.336363636363636,0.338775510204082,0.26865671641791,0.22,0.22289156626506,0.292397660818713
opt-66b,0.431740614334471,0.569308902609042,0.269930020648099,0.21,0.274074074074074,0.210526315789474,0.2,0.267924528301887,0.298611111111111,0.35,0.39,0.31,0.23121387283237,0.274509803921569,0.21,0.263829787234043,0.254385964912281,0.268965517241379,0.264550264550265,0.341269841269841,0.17,0.283870967741936,0.280788177339901,0.22,0.23030303030303,0.232323232323232,0.305699481865285,0.320512820512821,0.255555555555556,0.331932773109244,0.251655629139073,0.284403669724771,0.416666666666667,0.25,0.227848101265823,0.134529147982063,0.274809160305344,0.289256198347107,0.240740740740741,0.233128834355828,0.25,0.281553398058252,0.307692307692308,0.33,0.257982120051086,0.280346820809249,0.253631284916201,0.271241830065359,0.266881028938907,0.262345679012346,0.287234042553192,0.260104302477184,0.341911764705882,0.243464052287582,0.263636363636364,0.302040816326531,0.253731343283582,0.28,0.210843373493976,0.327485380116959
RedPajama-INCITE-Chat-7B-v0.1,0.389931740614334,0.548097988448516,0.269428226506349,0.25,0.259259259259259,0.269736842105263,0.29,0.286792452830189,0.319444444444444,0.26,0.21,0.23,0.242774566473988,0.176470588235294,0.33,0.314893617021277,0.280701754385965,0.296551724137931,0.238095238095238,0.261904761904762,0.25,0.254838709677419,0.221674876847291,0.33,0.248484848484848,0.196969696969697,0.259067357512953,0.294871794871795,0.244444444444444,0.247899159663866,0.271523178807947,0.295412844036697,0.180555555555556,0.220588235294118,0.291139240506329,0.318385650224215,0.274809160305344,0.305785123966942,0.277777777777778,0.245398773006135,0.285714285714286,0.29126213592233,0.316239316239316,0.3,0.303959131545338,0.283236994219653,0.25586592178771,0.258169934640523,0.311897106109325,0.296296296296296,0.294326241134752,0.241199478487614,0.191176470588235,0.266339869281046,0.290909090909091,0.212244897959184,0.278606965174129,0.33,0.246987951807229,0.35672514619883
RedPajama-INCITE-7B-Chat,0.389931740614334,0.548097988448516,0.269428226506349,0.25,0.259259259259259,0.269736842105263,0.29,0.286792452830189,0.319444444444444,0.26,0.21,0.23,0.242774566473988,0.176470588235294,0.33,0.314893617021277,0.280701754385965,0.296551724137931,0.238095238095238,0.261904761904762,0.25,0.254838709677419,0.221674876847291,0.33,0.248484848484848,0.196969696969697,0.259067357512953,0.294871794871795,0.244444444444444,0.247899159663866,0.271523178807947,0.295412844036697,0.180555555555556,0.220588235294118,0.291139240506329,0.318385650224215,0.274809160305344,0.305785123966942,0.277777777777778,0.245398773006135,0.285714285714286,0.29126213592233,0.316239316239316,0.3,0.303959131545338,0.283236994219653,0.25586592178771,0.258169934640523,0.311897106109325,0.296296296296296,0.294326241134752,0.241199478487614,0.191176470588235,0.266339869281046,0.290909090909091,0.212244897959184,0.278606965174129,0.33,0.246987951807229,0.35672514619883
open_llama_3b,0.363481228668942,0.476996614220275,0.269362870358973,0.34,0.333333333333333,0.197368421052632,0.28,0.30188679245283,0.284722222222222,0.23,0.24,0.27,0.312138728323699,0.225490196078431,0.29,0.297872340425532,0.307017543859649,0.310344827586207,0.259259259259259,0.222222222222222,0.31,0.254838709677419,0.275862068965517,0.31,0.23030303030303,0.222222222222222,0.217616580310881,0.261538461538462,0.244444444444444,0.214285714285714,0.304635761589404,0.275229357798165,0.314814814814815,0.25,0.291139240506329,0.278026905829596,0.198473282442748,0.231404958677686,0.296296296296296,0.233128834355828,0.196428571428571,0.252427184466019,0.269230769230769,0.25,0.283524904214559,0.294797687861272,0.246927374301676,0.261437908496732,0.318327974276527,0.265432098765432,0.24468085106383,0.226857887874837,0.448529411764706,0.274509803921569,0.290909090909091,0.208163265306122,0.253731343283582,0.24,0.325301204819277,0.286549707602339
open_llama_3b,0.363481228668942,0.476996614220275,0.269362870358973,0.34,0.333333333333333,0.197368421052632,0.28,0.30188679245283,0.284722222222222,0.23,0.24,0.27,0.312138728323699,0.225490196078431,0.29,0.297872340425532,0.307017543859649,0.310344827586207,0.259259259259259,0.222222222222222,0.31,0.254838709677419,0.275862068965517,0.31,0.23030303030303,0.222222222222222,0.217616580310881,0.261538461538462,0.244444444444444,0.214285714285714,0.304635761589404,0.275229357798165,0.314814814814815,0.25,0.291139240506329,0.278026905829596,0.198473282442748,0.231404958677686,0.296296296296296,0.233128834355828,0.196428571428571,0.252427184466019,0.269230769230769,0.25,0.283524904214559,0.294797687861272,0.246927374301676,0.261437908496732,0.318327974276527,0.265432098765432,0.24468085106383,0.226857887874837,0.448529411764706,0.274509803921569,0.290909090909091,0.208163265306122,0.253731343283582,0.24,0.325301204819277,0.286549707602339
fairseq-dense-6.7B,0.354948805460751,0.528779127663812,0.269066276589248,0.26,0.207407407407407,0.230263157894737,0.2,0.249056603773585,0.284722222222222,0.26,0.27,0.26,0.300578034682081,0.245098039215686,0.22,0.217021276595745,0.245614035087719,0.255172413793103,0.256613756613757,0.174603174603175,0.31,0.303225806451613,0.29064039408867,0.33,0.206060606060606,0.232323232323232,0.326424870466321,0.312820512820513,0.277777777777778,0.235294117647059,0.311258278145695,0.335779816513762,0.439814814814815,0.235294117647059,0.257383966244726,0.183856502242152,0.206106870229008,0.355371900826446,0.287037037037037,0.220858895705521,0.276785714285714,0.349514563106796,0.235042735042735,0.28,0.255427841634738,0.280346820809249,0.243575418994413,0.290849673202614,0.273311897106109,0.259259259259259,0.25886524822695,0.272490221642764,0.448529411764706,0.218954248366013,0.3,0.363265306122449,0.238805970149254,0.2,0.240963855421687,0.257309941520468
Javalion-GPTJ,0.385665529010239,0.504282015534754,0.268477494861543,0.28,0.296296296296296,0.256578947368421,0.3,0.294339622641509,0.243055555555556,0.2,0.2,0.29,0.254335260115607,0.215686274509804,0.28,0.327659574468085,0.271929824561404,0.262068965517241,0.272486772486773,0.206349206349206,0.32,0.241935483870968,0.266009852216749,0.17,0.290909090909091,0.227272727272727,0.233160621761658,0.261538461538462,0.262962962962963,0.252100840336134,0.251655629139073,0.244036697247706,0.148148148148148,0.264705882352941,0.265822784810127,0.367713004484305,0.229007633587786,0.355371900826446,0.305555555555556,0.220858895705521,0.330357142857143,0.203883495145631,0.282051282051282,0.27,0.323116219667944,0.283236994219653,0.242458100558659,0.287581699346405,0.29903536977492,0.283950617283951,0.276595744680851,0.291395045632334,0.194852941176471,0.259803921568627,0.3,0.359183673469388,0.318407960199005,0.28,0.301204819277108,0.286549707602339
Cerebras-GPT-256M,0.184300341296928,0.277833100975901,0.268307220501911,0.24,0.251851851851852,0.184210526315789,0.18,0.233962264150943,0.270833333333333,0.37,0.29,0.28,0.202312138728324,0.235294117647059,0.23,0.302127659574468,0.254385964912281,0.23448275862069,0.251322751322751,0.182539682539683,0.21,0.32258064516129,0.261083743842365,0.31,0.236363636363636,0.358585858585859,0.362694300518135,0.371794871794872,0.27037037037037,0.252100840336134,0.350993377483444,0.348623853211009,0.472222222222222,0.254901960784314,0.215189873417722,0.130044843049327,0.221374045801527,0.289256198347107,0.222222222222222,0.269938650306748,0.223214285714286,0.320388349514563,0.217948717948718,0.32,0.229885057471264,0.236994219653179,0.242458100558659,0.274509803921569,0.270096463022508,0.222222222222222,0.276595744680851,0.247066492829205,0.444852941176471,0.254901960784314,0.281818181818182,0.4,0.238805970149254,0.26,0.156626506024096,0.251461988304094
oasst-sft-4-pythia-12b-epoch-3.5,0.412116040955631,0.517327225652261,0.268181652529663,0.26,0.318518518518519,0.230263157894737,0.35,0.335849056603774,0.284722222222222,0.2,0.29,0.28,0.248554913294798,0.284313725490196,0.26,0.306382978723404,0.228070175438596,0.255172413793103,0.251322751322751,0.174603174603175,0.29,0.267741935483871,0.216748768472906,0.3,0.284848484848485,0.257575757575758,0.238341968911917,0.264102564102564,0.251851851851852,0.243697478991597,0.264900662251656,0.245871559633028,0.240740740740741,0.294117647058824,0.236286919831224,0.300448430493274,0.221374045801527,0.330578512396694,0.287037037037037,0.282208588957055,0.267857142857143,0.184466019417476,0.299145299145299,0.28,0.286079182630907,0.257225433526012,0.242458100558659,0.271241830065359,0.286173633440515,0.271604938271605,0.273049645390071,0.278357235984355,0.235294117647059,0.277777777777778,0.327272727272727,0.257142857142857,0.278606965174129,0.23,0.337349397590361,0.269005847953216
orca_mini_3b,0.383959044368601,0.478390758812986,0.267943441604393,0.38,0.355555555555556,0.282894736842105,0.27,0.267924528301887,0.284722222222222,0.15,0.23,0.27,0.248554913294798,0.176470588235294,0.28,0.238297872340426,0.228070175438596,0.303448275862069,0.251322751322751,0.174603174603175,0.31,0.219354838709677,0.246305418719212,0.35,0.315151515151515,0.287878787878788,0.253886010362694,0.233333333333333,0.262962962962963,0.210084033613445,0.271523178807947,0.247706422018349,0.217592592592593,0.259803921568627,0.244725738396624,0.282511210762332,0.206106870229008,0.371900826446281,0.287037037037037,0.294478527607362,0.214285714285714,0.252427184466019,0.303418803418803,0.29,0.349936143039591,0.309248554913295,0.245810055865922,0.277777777777778,0.356913183279743,0.271604938271605,0.24822695035461,0.243155149934811,0.180147058823529,0.284313725490196,0.227272727272727,0.187755102040816,0.313432835820896,0.33,0.301204819277108,0.321637426900585
instruct-12b,0.385665529010239,0.51045608444533,0.267925255195747,0.35,0.355555555555556,0.269736842105263,0.24,0.241509433962264,0.236111111111111,0.23,0.29,0.3,0.23121387283237,0.166666666666667,0.3,0.242553191489362,0.263157894736842,0.255172413793103,0.243386243386243,0.174603174603175,0.3,0.287096774193548,0.295566502463054,0.3,0.266666666666667,0.368686868686869,0.233160621761658,0.220512820512821,0.274074074074074,0.214285714285714,0.278145695364238,0.247706422018349,0.25,0.25,0.29535864978903,0.237668161434978,0.259541984732824,0.454545454545455,0.277777777777778,0.294478527607362,0.241071428571429,0.184466019417476,0.243589743589744,0.24,0.298850574712644,0.291907514450867,0.242458100558659,0.287581699346405,0.321543408360129,0.271604938271605,0.25531914893617,0.281616688396349,0.202205882352941,0.287581699346405,0.281818181818182,0.277551020408163,0.26865671641791,0.23,0.259036144578313,0.309941520467836
tiny_starcoder_py,0.196245733788396,0.273650667197769,0.267893745490777,0.2,0.303703703703704,0.171052631578947,0.32,0.29811320754717,0.256944444444444,0.23,0.31,0.25,0.248554913294798,0.245098039215686,0.27,0.242553191489362,0.236842105263158,0.220689655172414,0.256613756613757,0.158730158730159,0.18,0.309677419354839,0.25615763546798,0.27,0.290909090909091,0.353535353535354,0.362694300518135,0.330769230769231,0.266666666666667,0.243697478991597,0.304635761589404,0.348623853211009,0.375,0.259803921568627,0.282700421940928,0.112107623318386,0.274809160305344,0.338842975206612,0.259259259259259,0.288343558282209,0.267857142857143,0.368932038834951,0.256410256410256,0.27,0.204342273307791,0.199421965317919,0.237988826815642,0.284313725490196,0.215434083601286,0.225308641975309,0.262411347517731,0.270534550195567,0.419117647058824,0.245098039215686,0.190909090909091,0.383673469387755,0.248756218905473,0.26,0.204819277108434,0.327485380116959
pythia-2.8b-deduped,0.325938566552901,0.451603266281617,0.267846374341921,0.27,0.296296296296296,0.203947368421053,0.22,0.267924528301887,0.236111111111111,0.3,0.24,0.3,0.236994219653179,0.147058823529412,0.28,0.280851063829787,0.219298245614035,0.275862068965517,0.264550264550265,0.222222222222222,0.33,0.248387096774194,0.231527093596059,0.23,0.284848484848485,0.277777777777778,0.269430051813472,0.320512820512821,0.262962962962963,0.247899159663866,0.317880794701987,0.23302752293578,0.449074074074074,0.215686274509804,0.232067510548523,0.349775784753363,0.229007633587786,0.347107438016529,0.231481481481481,0.269938650306748,0.267857142857143,0.233009708737864,0.243589743589744,0.24,0.280970625798212,0.286127167630058,0.225698324022346,0.264705882352941,0.276527331189711,0.277777777777778,0.25531914893617,0.258148631029987,0.433823529411765,0.274509803921569,0.354545454545455,0.195918367346939,0.253731343283582,0.2,0.307228915662651,0.298245614035088
gpt-j-6B-Dolly,0.377986348122867,0.492431786496714,0.267767654093512,0.33,0.281481481481482,0.236842105263158,0.27,0.241509433962264,0.326388888888889,0.17,0.15,0.24,0.236994219653179,0.264705882352941,0.38,0.285106382978723,0.219298245614035,0.248275862068966,0.235449735449735,0.198412698412698,0.22,0.248387096774194,0.216748768472906,0.27,0.236363636363636,0.252525252525253,0.27979274611399,0.251282051282051,0.259259259259259,0.256302521008403,0.258278145695364,0.245871559633028,0.222222222222222,0.323529411764706,0.29535864978903,0.354260089686099,0.229007633587786,0.330578512396694,0.314814814814815,0.233128834355828,0.321428571428571,0.203883495145631,0.256410256410256,0.31,0.311621966794381,0.251445086705202,0.235754189944134,0.271241830065359,0.212218649517685,0.302469135802469,0.312056737588653,0.280312907431552,0.198529411764706,0.276143790849673,0.345454545454545,0.346938775510204,0.288557213930348,0.31,0.271084337349398,0.345029239766082
open_llama_3b_350bt_preview,0.342150170648464,0.456383190599482,0.267761070268963,0.25,0.274074074074074,0.230263157894737,0.24,0.305660377358491,0.229166666666667,0.27,0.22,0.27,0.242774566473988,0.147058823529412,0.32,0.331914893617021,0.271929824561404,0.262068965517241,0.253968253968254,0.142857142857143,0.3,0.274193548387097,0.295566502463054,0.26,0.23030303030303,0.338383838383838,0.27979274611399,0.261538461538462,0.240740740740741,0.285714285714286,0.298013245033113,0.288073394495413,0.402777777777778,0.225490196078431,0.282700421940928,0.278026905829596,0.198473282442748,0.363636363636364,0.296296296296296,0.276073619631902,0.258928571428571,0.252427184466019,0.256410256410256,0.26,0.283524904214559,0.283236994219653,0.242458100558659,0.258169934640523,0.270096463022508,0.231481481481481,0.269503546099291,0.228161668839635,0.316176470588235,0.271241830065359,0.354545454545455,0.302040816326531,0.248756218905473,0.21,0.246987951807229,0.280701754385965
openllama-3b-350bt,0.342150170648464,0.456383190599482,0.267761070268963,0.25,0.274074074074074,0.230263157894737,0.24,0.305660377358491,0.229166666666667,0.27,0.22,0.27,0.242774566473988,0.147058823529412,0.32,0.331914893617021,0.271929824561404,0.262068965517241,0.253968253968254,0.142857142857143,0.3,0.274193548387097,0.295566502463054,0.26,0.23030303030303,0.338383838383838,0.27979274611399,0.261538461538462,0.240740740740741,0.285714285714286,0.298013245033113,0.288073394495413,0.402777777777778,0.225490196078431,0.282700421940928,0.278026905829596,0.198473282442748,0.363636363636364,0.296296296296296,0.276073619631902,0.258928571428571,0.252427184466019,0.256410256410256,0.26,0.283524904214559,0.283236994219653,0.242458100558659,0.258169934640523,0.270096463022508,0.231481481481481,0.269503546099291,0.228161668839635,0.316176470588235,0.271241830065359,0.354545454545455,0.302040816326531,0.248756218905473,0.21,0.246987951807229,0.280701754385965
dlite-v2-355m,0.249146757679181,0.337084246166102,0.267730266604417,0.26,0.274074074074074,0.322368421052632,0.19,0.30188679245283,0.277777777777778,0.23,0.35,0.2,0.265895953757225,0.215686274509804,0.27,0.221276595744681,0.280701754385965,0.255172413793103,0.283068783068783,0.23015873015873,0.33,0.258064516129032,0.295566502463054,0.19,0.248484848484848,0.338383838383838,0.341968911917098,0.374358974358974,0.277777777777778,0.331932773109244,0.291390728476821,0.343119266055046,0.439814814814815,0.25,0.236286919831224,0.165919282511211,0.297709923664122,0.132231404958678,0.25,0.282208588957055,0.169642857142857,0.330097087378641,0.222222222222222,0.18,0.255427841634738,0.248554913294798,0.239106145251397,0.294117647058824,0.254019292604502,0.237654320987654,0.25177304964539,0.235984354628422,0.459558823529412,0.238562091503268,0.163636363636364,0.383673469387755,0.208955223880597,0.24,0.216867469879518,0.327485380116959
GPT-NeoX-20B-Erebus,0.421501706484642,0.537243576976698,0.267727859777982,0.26,0.288888888888889,0.236842105263158,0.3,0.260377358490566,0.3125,0.2,0.2,0.23,0.213872832369942,0.254901960784314,0.35,0.331914893617021,0.271929824561404,0.262068965517241,0.259259259259259,0.222222222222222,0.3,0.235483870967742,0.201970443349754,0.24,0.296969696969697,0.222222222222222,0.259067357512953,0.238461538461538,0.285185185185185,0.23109243697479,0.298013245033113,0.234862385321101,0.152777777777778,0.308823529411765,0.291139240506329,0.300448430493274,0.290076335877863,0.504132231404959,0.25,0.319018404907975,0.169642857142857,0.310679611650485,0.290598290598291,0.29,0.292464878671775,0.30635838150289,0.250279329608939,0.294117647058824,0.292604501607717,0.29320987654321,0.265957446808511,0.244458930899609,0.143382352941176,0.285947712418301,0.254545454545455,0.187755102040816,0.27363184079602,0.3,0.331325301204819,0.269005847953216
pythia-12b,0.373720136518771,0.502688707428799,0.267560666016148,0.23,0.333333333333333,0.236842105263158,0.21,0.260377358490566,0.263888888888889,0.24,0.31,0.31,0.23121387283237,0.215686274509804,0.38,0.229787234042553,0.201754385964912,0.275862068965517,0.26984126984127,0.198412698412698,0.28,0.316129032258065,0.270935960591133,0.29,0.181818181818182,0.328282828282828,0.284974093264249,0.264102564102564,0.27037037037037,0.235294117647059,0.264900662251656,0.267889908256881,0.365740740740741,0.274509803921569,0.253164556962025,0.286995515695067,0.244274809160305,0.297520661157025,0.268518518518519,0.294478527607362,0.330357142857143,0.213592233009709,0.264957264957265,0.19,0.254150702426565,0.289017341040462,0.242458100558659,0.26797385620915,0.302250803858521,0.265432098765432,0.265957446808511,0.255541069100391,0.202205882352941,0.259803921568627,0.236363636363636,0.257142857142857,0.303482587064677,0.29,0.319277108433735,0.304093567251462
lamini-neo-125m,0.209897610921502,0.283808006373232,0.267358276083252,0.28,0.303703703703704,0.30921052631579,0.21,0.211320754716981,0.3125,0.35,0.33,0.28,0.208092485549133,0.323529411764706,0.18,0.208510638297872,0.263157894736842,0.282758620689655,0.240740740740741,0.333333333333333,0.15,0.312903225806452,0.29064039408867,0.19,0.248484848484848,0.368686868686869,0.357512953367876,0.256410256410256,0.255555555555556,0.201680672268908,0.324503311258278,0.339449541284404,0.472222222222222,0.259803921568627,0.236286919831224,0.318385650224215,0.267175572519084,0.322314049586777,0.194444444444444,0.239263803680982,0.142857142857143,0.242718446601942,0.200854700854701,0.26,0.237547892720307,0.222543352601156,0.242458100558659,0.303921568627451,0.22508038585209,0.209876543209877,0.230496453900709,0.244458930899609,0.448529411764706,0.233660130718954,0.245454545454545,0.4,0.248756218905473,0.27,0.198795180722892,0.198830409356725
mpt-7b-storywriter,0.417235494880546,0.547002589125672,0.267271251221897,0.28,0.281481481481482,0.197368421052632,0.27,0.279245283018868,0.229166666666667,0.21,0.29,0.28,0.225433526011561,0.245098039215686,0.3,0.28936170212766,0.210526315789474,0.289655172413793,0.283068783068783,0.277777777777778,0.22,0.290322580645161,0.231527093596059,0.26,0.242424242424242,0.227272727272727,0.269430051813472,0.266666666666667,0.251851851851852,0.281512605042017,0.231788079470199,0.21651376146789,0.263888888888889,0.254901960784314,0.324894514767932,0.336322869955157,0.251908396946565,0.214876033057851,0.277777777777778,0.263803680981595,0.258928571428571,0.242718446601942,0.299145299145299,0.3,0.295019157088123,0.303468208092486,0.237988826815642,0.254901960784314,0.266881028938907,0.290123456790123,0.269503546099291,0.252281616688396,0.194852941176471,0.274509803921569,0.372727272727273,0.285714285714286,0.298507462686567,0.31,0.307228915662651,0.304093567251462
fiction_story_generator,0.18259385665529,0.278729336785501,0.26717220002769,0.19,0.22962962962963,0.210526315789474,0.21,0.29811320754717,0.256944444444444,0.35,0.33,0.29,0.277456647398844,0.352941176470588,0.18,0.238297872340426,0.263157894736842,0.282758620689655,0.267195767195767,0.349206349206349,0.17,0.316129032258065,0.275862068965517,0.21,0.266666666666667,0.353535353535354,0.362694300518135,0.361538461538462,0.262962962962963,0.348739495798319,0.33112582781457,0.348623853211009,0.472222222222222,0.254901960784314,0.206751054852321,0.103139013452915,0.274809160305344,0.148760330578512,0.222222222222222,0.233128834355828,0.160714285714286,0.378640776699029,0.200854700854701,0.27,0.208173690932312,0.205202312138728,0.264804469273743,0.294117647058824,0.247588424437299,0.225308641975309,0.23758865248227,0.248370273794003,0.448529411764706,0.217320261437909,0.254545454545455,0.4,0.238805970149254,0.26,0.192771084337349,0.175438596491228
OPT-2.7B-Erebus,0.301194539249147,0.455486954789883,0.266971229725285,0.26,0.22962962962963,0.302631578947368,0.19,0.313207547169811,0.291666666666667,0.23,0.32,0.23,0.300578034682081,0.264705882352941,0.2,0.251063829787234,0.280701754385965,0.289655172413793,0.259259259259259,0.174603174603175,0.27,0.264516129032258,0.310344827586207,0.35,0.266666666666667,0.252525252525253,0.357512953367876,0.353846153846154,0.255555555555556,0.226890756302521,0.317880794701987,0.341284403669725,0.425925925925926,0.225490196078431,0.257383966244726,0.147982062780269,0.259541984732824,0.272727272727273,0.222222222222222,0.245398773006135,0.241071428571429,0.378640776699029,0.226495726495727,0.29,0.228607918263091,0.251445086705202,0.250279329608939,0.222222222222222,0.270096463022508,0.240740740740741,0.24822695035461,0.280312907431552,0.411764705882353,0.266339869281046,0.190909090909091,0.277551020408163,0.27363184079602,0.26,0.198795180722892,0.198830409356725
lamini-cerebras-256m,0.172354948805461,0.277633937462657,0.266626800234492,0.21,0.259259259259259,0.296052631578947,0.21,0.222641509433962,0.291666666666667,0.4,0.16,0.23,0.196531791907514,0.196078431372549,0.22,0.323404255319149,0.298245614035088,0.220689655172414,0.256613756613757,0.26984126984127,0.31,0.312903225806452,0.266009852216749,0.36,0.248484848484848,0.338383838383838,0.326424870466321,0.351282051282051,0.244444444444444,0.264705882352941,0.291390728476821,0.322935779816514,0.453703703703704,0.269607843137255,0.253164556962025,0.278026905829596,0.213740458015267,0.28099173553719,0.240740740740741,0.269938650306748,0.232142857142857,0.330097087378641,0.200854700854701,0.25,0.250319284802043,0.263005780346821,0.242458100558659,0.271241830065359,0.286173633440515,0.246913580246914,0.265957446808511,0.239895697522816,0.444852941176471,0.228758169934641,0.227272727272727,0.179591836734694,0.238805970149254,0.28,0.162650602409639,0.198830409356725
Quokka_1.3b,0.245733788395904,0.328520215096594,0.266581716323,0.23,0.222222222222222,0.203947368421053,0.23,0.294339622641509,0.277777777777778,0.22,0.32,0.33,0.242774566473988,0.245098039215686,0.2,0.2,0.201754385964912,0.282758620689655,0.235449735449735,0.26984126984127,0.31,0.203225806451613,0.236453201970443,0.31,0.266666666666667,0.373737373737374,0.373056994818653,0.294871794871795,0.296296296296296,0.205882352941176,0.28476821192053,0.355963302752294,0.467592592592593,0.264705882352941,0.261603375527426,0.242152466367713,0.267175572519084,0.297520661157025,0.25,0.288343558282209,0.25,0.388349514563107,0.290598290598291,0.28,0.204342273307791,0.277456647398844,0.241340782122905,0.254901960784314,0.257234726688103,0.237654320987654,0.290780141843972,0.239243807040417,0.253676470588235,0.256535947712418,0.181818181818182,0.183673469387755,0.218905472636816,0.21,0.295180722891566,0.327485380116959
opt-30b,0.395051194539249,0.54919338777136,0.266430316040423,0.25,0.207407407407407,0.223684210526316,0.3,0.249056603773585,0.3125,0.19,0.37,0.29,0.260115606936416,0.196078431372549,0.31,0.238297872340426,0.228070175438596,0.23448275862069,0.256613756613757,0.238095238095238,0.17,0.258064516129032,0.241379310344828,0.15,0.266666666666667,0.191919191919192,0.33160621761658,0.323076923076923,0.22962962962963,0.243697478991597,0.28476821192053,0.299082568807339,0.421296296296296,0.294117647058824,0.253164556962025,0.318385650224215,0.206106870229008,0.28099173553719,0.277777777777778,0.257668711656442,0.285714285714286,0.194174757281553,0.260683760683761,0.26,0.250319284802043,0.263005780346821,0.275977653631285,0.218954248366013,0.270096463022508,0.299382716049383,0.234042553191489,0.275749674054759,0.327205882352941,0.263071895424837,0.327272727272727,0.363265306122449,0.233830845771144,0.26,0.313253012048193,0.35672514619883
polyglot-ko-12.8b,0.244880546075085,0.395140410276837,0.266412567740199,0.3,0.244444444444444,0.223684210526316,0.31,0.207547169811321,0.270833333333333,0.41,0.32,0.3,0.277456647398844,0.343137254901961,0.29,0.208510638297872,0.245614035087719,0.268965517241379,0.293650793650794,0.142857142857143,0.14,0.296774193548387,0.285714285714286,0.3,0.248484848484848,0.252525252525253,0.269430051813472,0.223076923076923,0.240740740740741,0.210084033613445,0.324503311258278,0.23302752293578,0.416666666666667,0.274509803921569,0.257383966244726,0.201793721973094,0.244274809160305,0.347107438016529,0.277777777777778,0.300613496932515,0.303571428571429,0.184466019417476,0.282051282051282,0.3,0.268199233716475,0.239884393063584,0.26145251396648,0.251633986928105,0.231511254019293,0.277777777777778,0.195035460992908,0.230117340286832,0.455882352941176,0.263071895424837,0.181818181818182,0.236734693877551,0.243781094527363,0.25,0.234939759036145,0.292397660818713
256_5epoch,0.180034129692833,0.27733519219279,0.266221977150608,0.25,0.237037037037037,0.197368421052632,0.27,0.283018867924528,0.229166666666667,0.21,0.28,0.25,0.213872832369942,0.264705882352941,0.23,0.297872340425532,0.245614035087719,0.275862068965517,0.240740740740741,0.166666666666667,0.31,0.303225806451613,0.226600985221675,0.29,0.303030303030303,0.343434343434343,0.357512953367876,0.361538461538462,0.285185185185185,0.214285714285714,0.251655629139073,0.346788990825688,0.453703703703704,0.245098039215686,0.185654008438819,0.116591928251121,0.16030534351145,0.247933884297521,0.259259259259259,0.288343558282209,0.223214285714286,0.359223300970874,0.277777777777778,0.28,0.234993614303959,0.242774566473988,0.251396648044693,0.277777777777778,0.270096463022508,0.216049382716049,0.273049645390071,0.248370273794003,0.448529411764706,0.233660130718954,0.236363636363636,0.4,0.243781094527363,0.28,0.204819277108434,0.280701754385965
gpt-j-6b,0.368600682593857,0.494224258115913,0.266111657430219,0.27,0.259259259259259,0.263157894736842,0.29,0.256603773584906,0.243055555555556,0.18,0.23,0.32,0.277456647398844,0.215686274509804,0.4,0.336170212765957,0.289473684210526,0.296551724137931,0.224867724867725,0.174603174603175,0.2,0.206451612903226,0.246305418719212,0.15,0.284848484848485,0.227272727272727,0.227979274611399,0.228205128205128,0.27037037037037,0.260504201680672,0.251655629139073,0.227522935779817,0.162037037037037,0.28921568627451,0.286919831223629,0.331838565022422,0.229007633587786,0.239669421487603,0.287037037037037,0.251533742331288,0.366071428571429,0.213592233009709,0.264957264957265,0.29,0.309067688378033,0.271676300578035,0.243575418994413,0.258169934640523,0.254019292604502,0.308641975308642,0.280141843971631,0.289439374185137,0.242647058823529,0.277777777777778,0.318181818181818,0.359183673469388,0.283582089552239,0.27,0.337349397590361,0.345029239766082
gpt-j-6b,0.368600682593857,0.494224258115913,0.266111657430219,0.27,0.259259259259259,0.263157894736842,0.29,0.256603773584906,0.243055555555556,0.18,0.23,0.32,0.277456647398844,0.215686274509804,0.4,0.336170212765957,0.289473684210526,0.296551724137931,0.224867724867725,0.174603174603175,0.2,0.206451612903226,0.246305418719212,0.15,0.284848484848485,0.227272727272727,0.227979274611399,0.228205128205128,0.27037037037037,0.260504201680672,0.251655629139073,0.227522935779817,0.162037037037037,0.28921568627451,0.286919831223629,0.331838565022422,0.229007633587786,0.239669421487603,0.287037037037037,0.251533742331288,0.366071428571429,0.213592233009709,0.264957264957265,0.29,0.309067688378033,0.271676300578035,0.243575418994413,0.258169934640523,0.254019292604502,0.308641975308642,0.280141843971631,0.289439374185137,0.242647058823529,0.277777777777778,0.318181818181818,0.359183673469388,0.283582089552239,0.27,0.337349397590361,0.345029239766082
results_2023-07-24T09:55:17.325605.json,0.22098976109215,0.33061143198566,0.266022117589806,0.26,0.244444444444444,0.302631578947368,0.15,0.30188679245283,0.270833333333333,0.31,0.36,0.22,0.265895953757225,0.156862745098039,0.23,0.293617021276596,0.307017543859649,0.248275862068966,0.259259259259259,0.158730158730159,0.31,0.241935483870968,0.305418719211823,0.28,0.266666666666667,0.358585858585859,0.316062176165803,0.307692307692308,0.262962962962963,0.302521008403361,0.344370860927152,0.335779816513762,0.407407407407407,0.225490196078431,0.210970464135021,0.20627802690583,0.259541984732824,0.165289256198347,0.203703703703704,0.263803680981595,0.196428571428571,0.359223300970874,0.205128205128205,0.28,0.240102171136654,0.242774566473988,0.242458100558659,0.26797385620915,0.241157556270096,0.219135802469136,0.25886524822695,0.245110821382008,0.452205882352941,0.235294117647059,0.263636363636364,0.33469387755102,0.228855721393035,0.28,0.204819277108434,0.251461988304094
OPT-2.7B-Nerybus-Mix,0.3080204778157,0.458872734515037,0.265974557741495,0.26,0.244444444444444,0.263157894736842,0.22,0.313207547169811,0.284722222222222,0.17,0.32,0.24,0.289017341040462,0.274509803921569,0.25,0.221276595744681,0.289473684210526,0.255172413793103,0.235449735449735,0.174603174603175,0.29,0.248387096774194,0.310344827586207,0.33,0.296969696969697,0.237373737373737,0.352331606217617,0.356410256410256,0.274074074074074,0.218487394957983,0.344370860927152,0.335779816513762,0.439814814814815,0.240196078431373,0.253164556962025,0.134529147982063,0.259541984732824,0.247933884297521,0.277777777777778,0.239263803680982,0.223214285714286,0.398058252427184,0.209401709401709,0.28,0.236270753512133,0.234104046242775,0.231284916201117,0.23202614379085,0.292604501607717,0.231481481481481,0.234042553191489,0.274445893089961,0.411764705882353,0.263071895424837,0.2,0.281632653061225,0.283582089552239,0.26,0.198795180722892,0.192982456140351
Cerebras-GPT-1.3B,0.237201365187713,0.329018123879705,0.265929334631316,0.25,0.207407407407407,0.210526315789474,0.22,0.267924528301887,0.243055555555556,0.24,0.34,0.31,0.265895953757225,0.225490196078431,0.21,0.276595744680851,0.245614035087719,0.23448275862069,0.240740740740741,0.261904761904762,0.31,0.203225806451613,0.226600985221675,0.29,0.260606060606061,0.313131313131313,0.347150259067358,0.323076923076923,0.259259259259259,0.222689075630252,0.23841059602649,0.343119266055046,0.472222222222222,0.220588235294118,0.274261603375527,0.233183856502242,0.236641221374046,0.28099173553719,0.240740740740741,0.300613496932515,0.303571428571429,0.194174757281553,0.294871794871795,0.28,0.246487867177522,0.263005780346821,0.236871508379888,0.294117647058824,0.263665594855305,0.265432098765432,0.280141843971631,0.237940026075619,0.419117647058824,0.277777777777778,0.163636363636364,0.236734693877551,0.228855721393035,0.19,0.331325301204819,0.304093567251462
gpt2-turkish-uncased,0.187713310580205,0.254232224656443,0.265869423984208,0.21,0.22962962962963,0.30921052631579,0.24,0.30188679245283,0.291666666666667,0.28,0.24,0.24,0.317919075144509,0.352941176470588,0.18,0.208510638297872,0.280701754385965,0.241379310344828,0.267195767195767,0.198412698412698,0.2,0.3,0.266009852216749,0.29,0.260606060606061,0.333333333333333,0.243523316062176,0.369230769230769,0.255555555555556,0.336134453781513,0.350993377483444,0.273394495412844,0.425925925925926,0.279411764705882,0.210970464135021,0.10762331838565,0.282442748091603,0.15702479338843,0.240740740740741,0.233128834355828,0.214285714285714,0.378640776699029,0.239316239316239,0.24,0.226053639846743,0.257225433526012,0.24804469273743,0.277777777777778,0.241157556270096,0.287037037037037,0.276595744680851,0.255541069100391,0.426470588235294,0.238562091503268,0.236363636363636,0.412244897959184,0.233830845771144,0.28,0.192771084337349,0.187134502923977
pythia-12b-pre-v8-12.5k-steps,0.385665529010239,0.510953993228441,0.265802553254012,0.36,0.214814814814815,0.296052631578947,0.24,0.256603773584906,0.277777777777778,0.21,0.22,0.29,0.300578034682081,0.196078431372549,0.36,0.263829787234043,0.219298245614035,0.275862068965517,0.216931216931217,0.206349206349206,0.21,0.212903225806452,0.251231527093596,0.26,0.212121212121212,0.252525252525253,0.269430051813472,0.248717948717949,0.262962962962963,0.247899159663866,0.218543046357616,0.21651376146789,0.203703703703704,0.264705882352941,0.232067510548523,0.295964125560538,0.305343511450382,0.31404958677686,0.296296296296296,0.257668711656442,0.267857142857143,0.233009708737864,0.316239316239316,0.36,0.274584929757344,0.30635838150289,0.241340782122905,0.297385620915033,0.32475884244373,0.29320987654321,0.230496453900709,0.292046936114733,0.297794117647059,0.266339869281046,0.281818181818182,0.236734693877551,0.263681592039801,0.32,0.271084337349398,0.339181286549708
koishi-instruct-3b,0.369453924914676,0.485062736506672,0.265798492680108,0.24,0.192592592592593,0.190789473684211,0.27,0.30188679245283,0.256944444444444,0.21,0.29,0.36,0.329479768786127,0.274509803921569,0.21,0.229787234042553,0.263157894736842,0.275862068965517,0.259259259259259,0.325396825396825,0.33,0.238709677419355,0.236453201970443,0.17,0.248484848484848,0.373737373737374,0.295336787564767,0.271794871794872,0.255555555555556,0.336134453781513,0.324503311258278,0.343119266055046,0.314814814814815,0.269607843137255,0.278481012658228,0.116591928251121,0.213740458015267,0.31404958677686,0.25,0.233128834355828,0.223214285714286,0.310679611650485,0.230769230769231,0.25,0.220945083014049,0.239884393063584,0.270391061452514,0.271241830065359,0.292604501607717,0.25,0.290780141843972,0.241851368970013,0.301470588235294,0.246732026143791,0.336363636363636,0.326530612244898,0.223880597014925,0.22,0.216867469879518,0.292397660818713
jerma985,0.20221843003413,0.288587930691097,0.265693427463772,0.28,0.222222222222222,0.171052631578947,0.21,0.30188679245283,0.215277777777778,0.35,0.33,0.31,0.190751445086705,0.245098039215686,0.22,0.331914893617021,0.219298245614035,0.227586206896552,0.256613756613757,0.357142857142857,0.23,0.3,0.275862068965517,0.2,0.242424242424242,0.353535353535354,0.367875647668394,0.356410256410256,0.248148148148148,0.327731092436975,0.324503311258278,0.348623853211009,0.472222222222222,0.254901960784314,0.210970464135021,0.10762331838565,0.213740458015267,0.223140495867769,0.222222222222222,0.233128834355828,0.151785714285714,0.378640776699029,0.17948717948718,0.26,0.208173690932312,0.208092485549133,0.243575418994413,0.274509803921569,0.273311897106109,0.225308641975309,0.25886524822695,0.239895697522816,0.448529411764706,0.259803921568627,0.263636363636364,0.4,0.233830845771144,0.27,0.198795180722892,0.216374269005848
bladeecity-jerma985,0.209897610921502,0.283907588129855,0.26558710184774,0.24,0.222222222222222,0.197368421052632,0.19,0.264150943396226,0.270833333333333,0.37,0.36,0.26,0.236994219653179,0.235294117647059,0.22,0.285106382978723,0.228070175438596,0.248275862068966,0.259259259259259,0.166666666666667,0.31,0.32258064516129,0.29064039408867,0.35,0.290909090909091,0.338383838383838,0.367875647668394,0.343589743589744,0.292592592592593,0.336134453781513,0.291390728476821,0.339449541284404,0.472222222222222,0.259803921568627,0.278481012658228,0.147982062780269,0.221374045801527,0.363636363636364,0.185185185185185,0.269938650306748,0.214285714285714,0.398058252427184,0.166666666666667,0.25,0.228607918263091,0.167630057803468,0.246927374301676,0.261437908496732,0.247588424437299,0.222222222222222,0.23758865248227,0.23728813559322,0.4375,0.217320261437909,0.181818181818182,0.236734693877551,0.213930348258706,0.28,0.132530120481928,0.233918128654971
kogpt,0.190273037542662,0.273849830711014,0.2655670056612,0.22,0.274074074074074,0.30921052631579,0.21,0.279245283018868,0.222222222222222,0.31,0.35,0.32,0.317919075144509,0.352941176470588,0.16,0.251063829787234,0.271929824561404,0.241379310344828,0.243386243386243,0.214285714285714,0.15,0.316129032258065,0.25615763546798,0.23,0.224242424242424,0.353535353535354,0.295336787564767,0.361538461538462,0.262962962962963,0.34453781512605,0.317880794701987,0.299082568807339,0.462962962962963,0.264705882352941,0.270042194092827,0.139013452914798,0.297709923664122,0.223140495867769,0.203703703703704,0.226993865030675,0.205357142857143,0.407766990291262,0.188034188034188,0.29,0.199233716475096,0.236994219653179,0.271508379888268,0.300653594771242,0.202572347266881,0.25,0.230496453900709,0.250977835723598,0.441176470588235,0.200980392156863,0.218181818181818,0.248979591836735,0.233830845771144,0.28,0.216867469879518,0.216374269005848
pythia-1.3b,0.283276450511945,0.397629954192392,0.265515115954437,0.25,0.303703703703704,0.243421052631579,0.26,0.252830188679245,0.256944444444444,0.24,0.37,0.3,0.219653179190751,0.196078431372549,0.21,0.314893617021277,0.263157894736842,0.241379310344828,0.272486772486773,0.214285714285714,0.16,0.309677419354839,0.339901477832512,0.35,0.248484848484848,0.227272727272727,0.238341968911917,0.246153846153846,0.274074074074074,0.222689075630252,0.251655629139073,0.236697247706422,0.458333333333333,0.259803921568627,0.248945147679325,0.336322869955157,0.198473282442748,0.322314049586777,0.194444444444444,0.306748466257669,0.285714285714286,0.310679611650485,0.188034188034188,0.23,0.279693486590038,0.242774566473988,0.245810055865922,0.241830065359477,0.318327974276527,0.25,0.276595744680851,0.23142112125163,0.422794117647059,0.258169934640523,0.218181818181818,0.261224489795918,0.253731343283582,0.21,0.301204819277108,0.269005847953216
pythia-12b-sft-v8-7k-steps,0.405290102389079,0.520414260107548,0.265509875147826,0.31,0.140740740740741,0.236842105263158,0.24,0.316981132075472,0.277777777777778,0.29,0.29,0.24,0.236994219653179,0.186274509803922,0.31,0.263829787234043,0.245614035087719,0.248275862068966,0.216931216931217,0.182539682539683,0.19,0.225806451612903,0.221674876847291,0.2,0.218181818181818,0.328282828282828,0.290155440414508,0.269230769230769,0.248148148148148,0.281512605042017,0.231788079470199,0.227522935779817,0.324074074074074,0.299019607843137,0.227848101265823,0.31390134529148,0.320610687022901,0.272727272727273,0.342592592592593,0.245398773006135,0.3125,0.242718446601942,0.307692307692308,0.34,0.251596424010217,0.277456647398844,0.239106145251397,0.26797385620915,0.254019292604502,0.287037037037037,0.195035460992908,0.266623207301173,0.356617647058824,0.272875816993464,0.263636363636364,0.355102040816327,0.218905472636816,0.31,0.253012048192771,0.350877192982456
open_llama_7b_hf,0.232935153583618,0.261999601672974,0.265437075547548,0.3,0.318518518518519,0.289473684210526,0.21,0.249056603773585,0.270833333333333,0.34,0.27,0.26,0.236994219653179,0.401960784313726,0.16,0.242553191489362,0.280701754385965,0.23448275862069,0.251322751322751,0.222222222222222,0.32,0.316129032258065,0.315270935960591,0.23,0.248484848484848,0.313131313131313,0.300518134715026,0.212820512820513,0.255555555555556,0.327731092436975,0.317880794701987,0.284403669724771,0.407407407407407,0.259803921568627,0.189873417721519,0.188340807174888,0.229007633587786,0.190082644628099,0.212962962962963,0.226993865030675,0.232142857142857,0.359223300970874,0.200854700854701,0.26,0.265644955300128,0.213872832369942,0.249162011173184,0.274509803921569,0.286173633440515,0.262345679012346,0.25886524822695,0.24380704041721,0.448529411764706,0.246732026143791,0.245454545454545,0.293877551020408,0.233830845771144,0.28,0.150602409638554,0.239766081871345
WizardVicuna-Uncensored-3B-0719,0.389931740614334,0.508165704043019,0.265313666490245,0.35,0.340740740740741,0.171052631578947,0.31,0.279245283018868,0.291666666666667,0.2,0.23,0.27,0.283236994219653,0.225490196078431,0.3,0.319148936170213,0.280701754385965,0.268965517241379,0.264550264550265,0.198412698412698,0.28,0.248387096774194,0.266009852216749,0.32,0.23030303030303,0.191919191919192,0.212435233160622,0.230769230769231,0.255555555555556,0.210084033613445,0.298013245033113,0.218348623853211,0.273148148148148,0.25,0.253164556962025,0.322869955156951,0.229007633587786,0.223140495867769,0.259259259259259,0.245398773006135,0.223214285714286,0.252427184466019,0.247863247863248,0.25,0.284802043422733,0.294797687861272,0.246927374301676,0.271241830065359,0.327974276527331,0.265432098765432,0.262411347517731,0.242503259452412,0.452205882352941,0.274509803921569,0.318181818181818,0.208163265306122,0.248756218905473,0.24,0.27710843373494,0.333333333333333
gpt2-conversational-or-qa,0.183447098976109,0.269966142202748,0.265148418735227,0.28,0.288888888888889,0.197368421052632,0.26,0.256603773584906,0.229166666666667,0.2,0.19,0.25,0.202312138728324,0.176470588235294,0.21,0.323404255319149,0.263157894736842,0.213793103448276,0.256613756613757,0.253968253968254,0.31,0.258064516129032,0.285714285714286,0.33,0.272727272727273,0.267676767676768,0.367875647668394,0.248717948717949,0.296296296296296,0.218487394957983,0.211920529801325,0.341284403669725,0.472222222222222,0.25,0.265822784810127,0.358744394618834,0.229007633587786,0.31404958677686,0.287037037037037,0.300613496932515,0.285714285714286,0.174757281553398,0.269230769230769,0.24,0.21455938697318,0.245664739884393,0.242458100558659,0.251633986928105,0.295819935691318,0.253086419753086,0.25531914893617,0.241199478487614,0.448529411764706,0.258169934640523,0.290909090909091,0.191836734693878,0.238805970149254,0.26,0.307228915662651,0.210526315789474
Quokka_256m,0.18259385665529,0.276837283409679,0.264810594373266,0.25,0.318518518518519,0.177631578947368,0.2,0.226415094339623,0.256944444444444,0.2,0.27,0.27,0.196531791907514,0.245098039215686,0.24,0.251063829787234,0.236842105263158,0.282758620689655,0.243386243386243,0.142857142857143,0.27,0.280645161290323,0.29064039408867,0.35,0.345454545454545,0.333333333333333,0.274611398963731,0.364102564102564,0.292592592592593,0.205882352941176,0.23841059602649,0.321100917431193,0.296296296296296,0.299019607843137,0.219409282700422,0.282511210762332,0.259541984732824,0.247933884297521,0.268518518518519,0.294478527607362,0.3125,0.330097087378641,0.222222222222222,0.31,0.277139208173691,0.257225433526012,0.250279329608939,0.254901960784314,0.234726688102894,0.225308641975309,0.230496453900709,0.238591916558018,0.430147058823529,0.276143790849673,0.236363636363636,0.269387755102041,0.243781094527363,0.32,0.186746987951807,0.245614035087719
pythia-6.9b-deduped,0.372866894197952,0.492531368253336,0.264809440733369,0.27,0.237037037037037,0.236842105263158,0.2,0.252830188679245,0.256944444444444,0.18,0.35,0.31,0.196531791907514,0.205882352941176,0.24,0.293617021276596,0.228070175438596,0.303448275862069,0.240740740740741,0.214285714285714,0.3,0.238709677419355,0.305418719211823,0.19,0.236363636363636,0.237373737373737,0.253886010362694,0.253846153846154,0.266666666666667,0.218487394957983,0.311258278145695,0.218348623853211,0.449074074074074,0.254901960784314,0.227848101265823,0.376681614349776,0.236641221374046,0.330578512396694,0.287037037037037,0.312883435582822,0.330357142857143,0.281553398058252,0.247863247863248,0.24,0.289910600255428,0.213872832369942,0.243575418994413,0.251633986928105,0.286173633440515,0.265432098765432,0.280141843971631,0.255541069100391,0.213235294117647,0.277777777777778,0.218181818181818,0.310204081632653,0.238805970149254,0.28,0.349397590361446,0.298245614035088
gpt-neo-2.7B,0.310580204778157,0.42212706632145,0.264539788447463,0.27,0.207407407407407,0.190789473684211,0.29,0.264150943396226,0.263888888888889,0.23,0.26,0.28,0.254335260115607,0.225490196078431,0.28,0.276595744680851,0.263157894736842,0.255172413793103,0.291005291005291,0.174603174603175,0.22,0.235483870967742,0.246305418719212,0.35,0.242424242424242,0.333333333333333,0.259067357512953,0.343589743589744,0.237037037037037,0.256302521008403,0.231788079470199,0.310091743119266,0.393518518518519,0.196078431372549,0.223628691983122,0.183856502242152,0.282442748091603,0.231404958677686,0.287037037037037,0.257668711656442,0.178571428571429,0.262135922330097,0.269230769230769,0.28,0.23882503192848,0.248554913294798,0.264804469273743,0.316993464052288,0.315112540192926,0.308641975308642,0.25531914893617,0.24380704041721,0.430147058823529,0.274509803921569,0.190909090909091,0.285714285714286,0.223880597014925,0.3,0.313253012048193,0.280701754385965
fairseq-dense-2.7B,0.314846416382253,0.491137223660625,0.264399798335293,0.25,0.22962962962963,0.223684210526316,0.2,0.226415094339623,0.263888888888889,0.4,0.33,0.31,0.323699421965318,0.274509803921569,0.21,0.306382978723404,0.245614035087719,0.206896551724138,0.264550264550265,0.261904761904762,0.18,0.303225806451613,0.241379310344828,0.26,0.254545454545455,0.373737373737374,0.367875647668394,0.364102564102564,0.3,0.222689075630252,0.211920529801325,0.343119266055046,0.472222222222222,0.235294117647059,0.210970464135021,0.286995515695067,0.259541984732824,0.297520661157025,0.222222222222222,0.239263803680982,0.223214285714286,0.281553398058252,0.196581196581197,0.24,0.265644955300128,0.187861271676301,0.254748603351955,0.300653594771242,0.221864951768489,0.212962962962963,0.230496453900709,0.235332464146023,0.297794117647059,0.218954248366013,0.290909090909091,0.404081632653061,0.248756218905473,0.2,0.186746987951807,0.198830409356725
OPT-2.7B-Nerys-v2,0.311433447098976,0.459370643298148,0.264374981708174,0.23,0.251851851851852,0.223684210526316,0.15,0.313207547169811,0.277777777777778,0.21,0.31,0.26,0.30635838150289,0.235294117647059,0.25,0.246808510638298,0.280701754385965,0.262068965517241,0.238095238095238,0.182539682539683,0.35,0.254838709677419,0.310344827586207,0.31,0.260606060606061,0.247474747474748,0.341968911917098,0.353846153846154,0.259259259259259,0.218487394957983,0.344370860927152,0.344954128440367,0.444444444444444,0.235294117647059,0.253164556962025,0.134529147982063,0.229007633587786,0.256198347107438,0.25,0.233128834355828,0.285714285714286,0.407766990291262,0.213675213675214,0.27,0.223499361430396,0.257225433526012,0.232402234636872,0.238562091503268,0.279742765273312,0.243827160493827,0.23758865248227,0.26857887874837,0.415441176470588,0.266339869281046,0.190909090909091,0.26530612244898,0.278606965174129,0.26,0.186746987951807,0.187134502923977
results_2023-07-24T14:46:19.898757.json,0.25938566552901,0.398127862975503,0.264332273245174,0.26,0.207407407407407,0.190789473684211,0.27,0.290566037735849,0.284722222222222,0.24,0.3,0.3,0.30635838150289,0.186274509803922,0.29,0.297872340425532,0.236842105263158,0.262068965517241,0.240740740740741,0.341269841269841,0.25,0.248387096774194,0.211822660098522,0.29,0.309090909090909,0.277777777777778,0.217616580310881,0.343589743589744,0.255555555555556,0.222689075630252,0.264900662251656,0.328440366972477,0.393518518518519,0.225490196078431,0.248945147679325,0.188340807174888,0.251908396946565,0.28099173553719,0.296296296296296,0.239263803680982,0.267857142857143,0.262135922330097,0.264957264957265,0.25,0.268199233716475,0.239884393063584,0.242458100558659,0.281045751633987,0.212218649517685,0.243827160493827,0.234042553191489,0.259452411994785,0.209558823529412,0.240196078431373,0.318181818181818,0.289795918367347,0.248756218905473,0.22,0.337349397590361,0.327485380116959
h2ogpt-oig-oasst1-256-6_9b,0.373720136518771,0.481378211511651,0.263925354338775,0.27,0.348148148148148,0.236842105263158,0.2,0.249056603773585,0.25,0.23,0.39,0.22,0.219653179190751,0.196078431372549,0.29,0.217021276595745,0.236842105263158,0.303448275862069,0.264550264550265,0.182539682539683,0.37,0.241935483870968,0.187192118226601,0.28,0.309090909090909,0.202020202020202,0.274611398963731,0.379487179487179,0.266666666666667,0.23109243697479,0.264900662251656,0.238532110091743,0.375,0.205882352941176,0.257383966244726,0.273542600896861,0.213740458015267,0.355371900826446,0.203703703703704,0.257668711656442,0.241071428571429,0.310679611650485,0.222222222222222,0.26,0.277139208173691,0.30635838150289,0.246927374301676,0.209150326797386,0.327974276527331,0.234567901234568,0.276595744680851,0.267926988265971,0.430147058823529,0.266339869281046,0.218181818181818,0.257142857142857,0.253731343283582,0.2,0.259036144578313,0.286549707602339
oasst-gpt-neox-20b-1000-steps,0.449658703071672,0.561541525592512,0.263855907696372,0.31,0.340740740740741,0.322368421052632,0.24,0.241509433962264,0.305555555555556,0.24,0.25,0.22,0.208092485549133,0.215686274509804,0.34,0.217021276595745,0.245614035087719,0.268965517241379,0.272486772486773,0.214285714285714,0.33,0.248387096774194,0.192118226600985,0.37,0.272727272727273,0.257575757575758,0.269430051813472,0.223076923076923,0.296296296296296,0.23109243697479,0.291390728476821,0.211009174311927,0.162037037037037,0.294117647058824,0.210970464135021,0.228699551569507,0.282442748091603,0.454545454545455,0.185185185185185,0.306748466257669,0.196428571428571,0.281553398058252,0.264957264957265,0.2,0.275862068965517,0.274566473988439,0.246927374301676,0.271241830065359,0.305466237942122,0.290123456790123,0.25531914893617,0.277053455019557,0.169117647058824,0.272875816993464,0.190909090909091,0.322448979591837,0.248756218905473,0.32,0.325301204819277,0.280701754385965
wangchanglm-7.5B-sft-en-sharded,0.325938566552901,0.452399920334595,0.263722329791608,0.23,0.244444444444444,0.171052631578947,0.26,0.233962264150943,0.236111111111111,0.32,0.41,0.28,0.283236994219653,0.284313725490196,0.22,0.2,0.254385964912281,0.213793103448276,0.261904761904762,0.222222222222222,0.18,0.316129032258065,0.231527093596059,0.19,0.224242424242424,0.318181818181818,0.367875647668394,0.358974358974359,0.262962962962963,0.294117647058824,0.264900662251656,0.260550458715596,0.449074074074074,0.245098039215686,0.29535864978903,0.286995515695067,0.267175572519084,0.239669421487603,0.268518518518519,0.276073619631902,0.223214285714286,0.184466019417476,0.213675213675214,0.31,0.196679438058748,0.248554913294798,0.242458100558659,0.290849673202614,0.22508038585209,0.259259259259259,0.223404255319149,0.234680573663625,0.448529411764706,0.240196078431373,0.227272727272727,0.187755102040816,0.258706467661692,0.26,0.301204819277108,0.333333333333333
orca_mini_3b_juniper,0.38481228668942,0.478191595299741,0.263669262623158,0.37,0.311111111111111,0.276315789473684,0.32,0.241509433962264,0.291666666666667,0.16,0.28,0.28,0.248554913294798,0.186274509803922,0.27,0.276595744680851,0.219298245614035,0.337931034482759,0.238095238095238,0.214285714285714,0.31,0.245161290322581,0.251231527093596,0.33,0.260606060606061,0.297979797979798,0.284974093264249,0.246153846153846,0.27037037037037,0.214285714285714,0.271523178807947,0.240366972477064,0.208333333333333,0.25,0.265822784810127,0.318385650224215,0.229007633587786,0.363636363636364,0.231481481481481,0.184049079754601,0.303571428571429,0.29126213592233,0.307692307692308,0.22,0.295019157088123,0.291907514450867,0.264804469273743,0.26797385620915,0.29903536977492,0.259259259259259,0.24468085106383,0.249674054758801,0.176470588235294,0.259803921568627,0.245454545454545,0.261224489795918,0.223880597014925,0.28,0.240963855421687,0.251461988304094
h2ogpt-gm-oasst1-multilang-1024-20b,0.436860068259386,0.534953196574388,0.263650529825793,0.23,0.266666666666667,0.30921052631579,0.2,0.245283018867925,0.25,0.25,0.26,0.28,0.208092485549133,0.343137254901961,0.35,0.242553191489362,0.254385964912281,0.303448275862069,0.261904761904762,0.214285714285714,0.26,0.251612903225806,0.206896551724138,0.29,0.284848484848485,0.212121212121212,0.253886010362694,0.233333333333333,0.240740740740741,0.23109243697479,0.324503311258278,0.24954128440367,0.166666666666667,0.313725490196078,0.29957805907173,0.260089686098655,0.259541984732824,0.31404958677686,0.25,0.269938650306748,0.214285714285714,0.271844660194175,0.260683760683761,0.24,0.266922094508301,0.303468208092486,0.24804469273743,0.284313725490196,0.292604501607717,0.287037037037037,0.273049645390071,0.258800521512386,0.25,0.26797385620915,0.245454545454545,0.228571428571429,0.263681592039801,0.29,0.295180722891566,0.345029239766082
gpt2-xl-alpaca,0.23122866894198,0.359888468432583,0.263065387968729,0.27,0.22962962962963,0.243421052631579,0.22,0.305660377358491,0.256944444444444,0.21,0.27,0.24,0.341040462427746,0.333333333333333,0.16,0.238297872340426,0.236842105263158,0.206896551724138,0.251322751322751,0.365079365079365,0.18,0.283870967741936,0.241379310344828,0.2,0.278787878787879,0.353535353535354,0.305699481865285,0.361538461538462,0.259259259259259,0.281512605042017,0.278145695364238,0.339449541284404,0.467592592592593,0.254901960784314,0.194092827004219,0.10762331838565,0.259541984732824,0.15702479338843,0.222222222222222,0.300613496932515,0.1875,0.300970873786408,0.230769230769231,0.28,0.246487867177522,0.242774566473988,0.259217877094972,0.258169934640523,0.231511254019293,0.225308641975309,0.25531914893617,0.246414602346806,0.430147058823529,0.246732026143791,0.245454545454545,0.379591836734694,0.228855721393035,0.26,0.271084337349398,0.263157894736842
oasst-pythia-6.9b-4000-steps,0.369453924914676,0.485958972316272,0.262596790014495,0.3,0.333333333333333,0.289473684210526,0.23,0.324528301886792,0.256944444444444,0.21,0.27,0.27,0.242774566473988,0.215686274509804,0.31,0.204255319148936,0.245614035087719,0.317241379310345,0.267195767195767,0.174603174603175,0.33,0.258064516129032,0.285714285714286,0.32,0.272727272727273,0.292929292929293,0.290155440414508,0.271794871794872,0.259259259259259,0.210084033613445,0.28476821192053,0.293577981651376,0.25,0.269607843137255,0.257383966244726,0.210762331838565,0.198473282442748,0.380165289256198,0.231481481481481,0.288343558282209,0.196428571428571,0.223300970873786,0.256410256410256,0.2,0.250319284802043,0.291907514450867,0.244692737430168,0.26797385620915,0.302250803858521,0.320987654320988,0.269503546099291,0.271838331160365,0.191176470588235,0.276143790849673,0.209090909090909,0.248979591836735,0.248756218905473,0.26,0.228915662650602,0.292397660818713
gpt2-alpaca,0.209897610921502,0.292471619199363,0.262567546868229,0.2,0.325925925925926,0.197368421052632,0.22,0.207547169811321,0.236111111111111,0.2,0.33,0.2,0.248554913294798,0.254901960784314,0.23,0.280851063829787,0.263157894736842,0.255172413793103,0.246031746031746,0.150793650793651,0.25,0.261290322580645,0.261083743842365,0.34,0.224242424242424,0.353535353535354,0.378238341968912,0.343589743589744,0.259259259259259,0.210084033613445,0.225165562913907,0.344954128440367,0.462962962962963,0.269607843137255,0.265822784810127,0.15695067264574,0.198473282442748,0.371900826446281,0.175925925925926,0.282208588957055,0.223214285714286,0.223300970873786,0.243589743589744,0.26,0.259259259259259,0.239884393063584,0.242458100558659,0.251633986928105,0.286173633440515,0.225308641975309,0.269503546099291,0.257496740547588,0.422794117647059,0.266339869281046,0.245454545454545,0.4,0.218905472636816,0.27,0.192771084337349,0.286549707602339
h2ogpt-oasst1-512-20b,0.430887372013652,0.537243576976698,0.262498905850458,0.27,0.348148148148148,0.322368421052632,0.37,0.256603773584906,0.270833333333333,0.2,0.26,0.23,0.213872832369942,0.215686274509804,0.37,0.246808510638298,0.228070175438596,0.268965517241379,0.28042328042328,0.293650793650794,0.28,0.209677419354839,0.182266009852217,0.27,0.248484848484848,0.232323232323232,0.264248704663212,0.205128205128205,0.27037037037037,0.214285714285714,0.225165562913907,0.21651376146789,0.157407407407407,0.279411764705882,0.278481012658228,0.31390134529148,0.236641221374046,0.297520661157025,0.324074074074074,0.306748466257669,0.205357142857143,0.233009708737864,0.260683760683761,0.32,0.279693486590038,0.300578034682081,0.246927374301676,0.281045751633987,0.311897106109325,0.268518518518519,0.25886524822695,0.24380704041721,0.202205882352941,0.266339869281046,0.227272727272727,0.220408163265306,0.263681592039801,0.31,0.259036144578313,0.345029239766082
gpt-YA-1-1_160M,0.1919795221843,0.262995419239195,0.262450424955671,0.2,0.237037037037037,0.296052631578947,0.21,0.19622641509434,0.243055555555556,0.32,0.32,0.3,0.236994219653179,0.362745098039216,0.22,0.306382978723404,0.166666666666667,0.262068965517241,0.283068783068783,0.325396825396825,0.19,0.316129032258065,0.275862068965517,0.2,0.284848484848485,0.313131313131313,0.362694300518135,0.338461538461539,0.262962962962963,0.340336134453782,0.311258278145695,0.273394495412844,0.467592592592593,0.259803921568627,0.206751054852321,0.170403587443946,0.244274809160305,0.132231404958678,0.212962962962963,0.233128834355828,0.285714285714286,0.262135922330097,0.196581196581197,0.26,0.260536398467433,0.216763005780347,0.272625698324022,0.26797385620915,0.241157556270096,0.212962962962963,0.24468085106383,0.241199478487614,0.367647058823529,0.220588235294118,0.227272727272727,0.36734693877551,0.298507462686567,0.26,0.192771084337349,0.181286549707602
OPT-350M-Erebus,0.198805460750853,0.307807209719179,0.262349619453618,0.22,0.22962962962963,0.177631578947368,0.21,0.218867924528302,0.25,0.3,0.31,0.29,0.254335260115607,0.372549019607843,0.18,0.259574468085106,0.245614035087719,0.255172413793103,0.256613756613757,0.317460317460317,0.18,0.316129032258065,0.300492610837438,0.19,0.254545454545455,0.363636363636364,0.367875647668394,0.366666666666667,0.262962962962963,0.348739495798319,0.33112582781457,0.24954128440367,0.472222222222222,0.230392156862745,0.189873417721519,0.112107623318386,0.305343511450382,0.388429752066116,0.212962962962963,0.233128834355828,0.214285714285714,0.184466019417476,0.196581196581197,0.28,0.242656449553001,0.216763005780347,0.272625698324022,0.264705882352941,0.237942122186495,0.234567901234568,0.265957446808511,0.234028683181226,0.448529411764706,0.230392156862745,0.272727272727273,0.297959183673469,0.213930348258706,0.26,0.186746987951807,0.175438596491228
RedPajama-INCITE-Chat-3B-v1,0.385665529010239,0.500697072296355,0.262312633490136,0.28,0.22962962962963,0.296052631578947,0.24,0.305660377358491,0.277777777777778,0.21,0.26,0.25,0.242774566473988,0.225490196078431,0.36,0.238297872340426,0.228070175438596,0.289655172413793,0.267195767195767,0.23015873015873,0.3,0.258064516129032,0.236453201970443,0.26,0.236363636363636,0.383838383838384,0.259067357512953,0.238461538461538,0.266666666666667,0.210084033613445,0.291390728476821,0.322935779816514,0.259259259259259,0.28921568627451,0.270042194092827,0.134529147982063,0.229007633587786,0.388429752066116,0.231481481481481,0.251533742331288,0.196428571428571,0.281553398058252,0.247863247863248,0.22,0.247765006385696,0.280346820809249,0.267039106145251,0.26797385620915,0.263665594855305,0.290123456790123,0.265957446808511,0.267926988265971,0.25,0.238562091503268,0.354545454545455,0.293877551020408,0.258706467661692,0.22,0.22289156626506,0.269005847953216
stablelm-base-alpha-7b,0.290102389078498,0.398028281218881,0.262051609480313,0.25,0.274074074074074,0.184210526315789,0.2,0.222641509433962,0.243055555555556,0.3,0.34,0.26,0.225433526011561,0.215686274509804,0.31,0.225531914893617,0.228070175438596,0.310344827586207,0.272486772486773,0.261904761904762,0.2,0.219354838709677,0.25615763546798,0.29,0.236363636363636,0.272727272727273,0.170984455958549,0.225641025641026,0.292592592592593,0.205882352941176,0.344370860927152,0.33394495412844,0.37962962962963,0.279411764705882,0.248945147679325,0.170403587443946,0.244274809160305,0.31404958677686,0.277777777777778,0.263803680981595,0.258928571428571,0.349514563106796,0.256410256410256,0.28,0.22477650063857,0.283236994219653,0.245810055865922,0.264705882352941,0.260450160771704,0.287037037037037,0.216312056737589,0.241851368970013,0.290441176470588,0.266339869281046,0.254545454545455,0.346938775510204,0.238805970149254,0.27,0.246987951807229,0.304093567251462
Javelin-GPTJ,0.390784982935154,0.524397530372436,0.261975409696444,0.26,0.288888888888889,0.25,0.27,0.275471698113208,0.243055555555556,0.23,0.18,0.33,0.242774566473988,0.205882352941176,0.3,0.323404255319149,0.271929824561404,0.23448275862069,0.261904761904762,0.214285714285714,0.31,0.248387096774194,0.266009852216749,0.14,0.290909090909091,0.227272727272727,0.22279792746114,0.251282051282051,0.262962962962963,0.239495798319328,0.251655629139073,0.234862385321101,0.12962962962963,0.254901960784314,0.291139240506329,0.358744394618834,0.221374045801527,0.31404958677686,0.296296296296296,0.226993865030675,0.339285714285714,0.194174757281553,0.282051282051282,0.26,0.306513409961686,0.271676300578035,0.242458100558659,0.264705882352941,0.282958199356913,0.274691358024691,0.280141843971631,0.286179921773142,0.198529411764706,0.253267973856209,0.327272727272727,0.277551020408163,0.293532338308458,0.3,0.325301204819277,0.251461988304094
oasst-sft-1-pythia-12b,0.412969283276451,0.523800039832703,0.261935721898837,0.29,0.333333333333333,0.30921052631579,0.21,0.294339622641509,0.284722222222222,0.17,0.29,0.24,0.242774566473988,0.274509803921569,0.28,0.221276595744681,0.254385964912281,0.289655172413793,0.267195767195767,0.214285714285714,0.34,0.245161290322581,0.280788177339901,0.33,0.290909090909091,0.303030303030303,0.290155440414508,0.28974358974359,0.251851851851852,0.226890756302521,0.28476821192053,0.227522935779817,0.263888888888889,0.308823529411765,0.223628691983122,0.188340807174888,0.221374045801527,0.380165289256198,0.240740740740741,0.294478527607362,0.178571428571429,0.213592233009709,0.256410256410256,0.2,0.254150702426565,0.286127167630058,0.244692737430168,0.26797385620915,0.292604501607717,0.277777777777778,0.262411347517731,0.265971316818774,0.235294117647059,0.279411764705882,0.209090909090909,0.26530612244898,0.248756218905473,0.21,0.271084337349398,0.263157894736842
gpt-neox-20b-full-precision,0.46160409556314,0.558155745867357,0.261620239442443,0.31,0.340740740740741,0.315789473684211,0.22,0.237735849056604,0.263888888888889,0.23,0.28,0.18,0.213872832369942,0.196078431372549,0.3,0.208510638297872,0.280701754385965,0.275862068965517,0.264550264550265,0.198412698412698,0.36,0.283870967741936,0.206896551724138,0.32,0.23030303030303,0.277777777777778,0.248704663212435,0.235897435897436,0.292592592592593,0.239495798319328,0.278145695364238,0.21651376146789,0.157407407407407,0.32843137254902,0.244725738396624,0.242152466367713,0.244274809160305,0.479338842975207,0.231481481481481,0.325153374233129,0.25,0.233009708737864,0.256410256410256,0.21,0.300127713920817,0.283236994219653,0.246927374301676,0.277777777777778,0.29903536977492,0.290123456790123,0.25886524822695,0.271838331160365,0.158088235294118,0.259803921568627,0.227272727272727,0.285714285714286,0.248756218905473,0.22,0.301204819277108,0.274853801169591
oasst-gpt-neox-20b-3000-steps,0.430887372013652,0.535251941844254,0.261611563478854,0.33,0.333333333333333,0.302631578947368,0.24,0.233962264150943,0.305555555555556,0.22,0.25,0.23,0.260115606936416,0.235294117647059,0.4,0.259574468085106,0.228070175438596,0.23448275862069,0.288359788359788,0.238095238095238,0.29,0.196774193548387,0.16256157635468,0.24,0.23030303030303,0.207070707070707,0.217616580310881,0.261538461538462,0.277777777777778,0.214285714285714,0.311258278145695,0.21651376146789,0.152777777777778,0.333333333333333,0.278481012658228,0.327354260089686,0.282442748091603,0.413223140495868,0.259259259259259,0.226993865030675,0.223214285714286,0.300970873786408,0.277777777777778,0.21,0.291187739463602,0.280346820809249,0.246927374301676,0.287581699346405,0.302250803858521,0.283950617283951,0.25531914893617,0.271186440677966,0.161764705882353,0.258169934640523,0.190909090909091,0.297959183673469,0.253731343283582,0.2,0.331325301204819,0.298245614035088
PM_modelV2,0.21160409556314,0.262597092212707,0.261425053808238,0.21,0.362962962962963,0.342105263157895,0.21,0.241509433962264,0.236111111111111,0.41,0.33,0.23,0.329479768786127,0.352941176470588,0.17,0.2,0.236842105263158,0.206896551724138,0.283068783068783,0.182539682539683,0.2,0.316129032258065,0.246305418719212,0.21,0.266666666666667,0.358585858585859,0.264248704663212,0.266666666666667,0.259259259259259,0.327731092436975,0.33112582781457,0.291743119266055,0.472222222222222,0.235294117647059,0.215189873417722,0.130044843049327,0.297709923664122,0.12396694214876,0.212962962962963,0.245398773006135,0.178571428571429,0.320388349514563,0.192307692307692,0.24,0.237547892720307,0.219653179190751,0.245810055865922,0.26797385620915,0.221864951768489,0.246913580246914,0.25886524822695,0.249674054758801,0.415441176470588,0.217320261437909,0.227272727272727,0.371428571428571,0.288557213930348,0.31,0.198795180722892,0.187134502923977
RedPajama-INCITE-Chat-3B-ShareGPT-11K,0.366040955631399,0.481876120294762,0.261321315526809,0.28,0.274074074074074,0.190789473684211,0.25,0.324528301886792,0.229166666666667,0.21,0.28,0.3,0.271676300578035,0.205882352941176,0.2,0.336170212765957,0.280701754385965,0.241379310344828,0.259259259259259,0.198412698412698,0.32,0.248387096774194,0.226600985221675,0.22,0.272727272727273,0.338383838383838,0.227979274611399,0.233333333333333,0.27037037037037,0.273109243697479,0.264900662251656,0.337614678899083,0.189814814814815,0.245098039215686,0.282700421940928,0.255605381165919,0.244274809160305,0.347107438016529,0.240740740740741,0.233128834355828,0.25,0.310679611650485,0.205128205128205,0.24,0.24904214559387,0.251445086705202,0.242458100558659,0.264705882352941,0.276527331189711,0.262345679012346,0.283687943262411,0.240547588005215,0.220588235294118,0.253267973856209,0.345454545454545,0.33469387755102,0.233830845771144,0.21,0.301204819277108,0.315789473684211
results_2023-07-24T10:16:22.897961.json,0.235494880546075,0.361680940051783,0.260844299147952,0.25,0.318518518518519,0.171052631578947,0.25,0.271698113207547,0.263888888888889,0.18,0.33,0.27,0.260115606936416,0.147058823529412,0.33,0.323404255319149,0.315789473684211,0.220689655172414,0.240740740740741,0.150793650793651,0.33,0.251612903225806,0.29064039408867,0.33,0.224242424242424,0.267676767676768,0.227979274611399,0.266666666666667,0.266666666666667,0.218487394957983,0.264900662251656,0.244036697247706,0.361111111111111,0.279411764705882,0.265822784810127,0.295964125560538,0.198473282442748,0.247933884297521,0.296296296296296,0.300613496932515,0.276785714285714,0.388349514563107,0.217948717948718,0.21,0.256704980842912,0.254335260115607,0.241340782122905,0.251633986928105,0.289389067524116,0.265432098765432,0.269503546099291,0.245110821382008,0.198529411764706,0.251633986928105,0.209090909090909,0.191836734693878,0.258706467661692,0.3,0.27710843373494,0.292397660818713
camel-5b-hf,0.313993174061433,0.435072694682334,0.260653730424472,0.25,0.288888888888889,0.210526315789474,0.27,0.245283018867925,0.229166666666667,0.17,0.2,0.26,0.225433526011561,0.196078431372549,0.33,0.319148936170213,0.236842105263158,0.227586206896552,0.243386243386243,0.166666666666667,0.32,0.251612903225806,0.29064039408867,0.33,0.272727272727273,0.242424242424242,0.233160621761658,0.246153846153846,0.255555555555556,0.252100840336134,0.251655629139073,0.234862385321101,0.180555555555556,0.284313725490196,0.333333333333333,0.36322869955157,0.236641221374046,0.31404958677686,0.277777777777778,0.325153374233129,0.285714285714286,0.242718446601942,0.294871794871795,0.19,0.288633461047254,0.257225433526012,0.246927374301676,0.251633986928105,0.311897106109325,0.277777777777778,0.24113475177305,0.278357235984355,0.209558823529412,0.276143790849673,0.327272727272727,0.187755102040816,0.298507462686567,0.22,0.331325301204819,0.274853801169591
pythia-70m-deduped-step44k-92bt,0.187713310580205,0.272057359091814,0.260270239388724,0.22,0.237037037037037,0.177631578947368,0.23,0.233962264150943,0.222222222222222,0.29,0.32,0.24,0.208092485549133,0.235294117647059,0.17,0.285106382978723,0.254385964912281,0.282758620689655,0.256613756613757,0.150793650793651,0.17,0.316129032258065,0.275862068965517,0.29,0.248484848484848,0.358585858585859,0.352331606217617,0.266666666666667,0.240740740740741,0.214285714285714,0.298013245033113,0.299082568807339,0.472222222222222,0.269607843137255,0.270042194092827,0.300448430493274,0.251908396946565,0.28099173553719,0.222222222222222,0.269938650306748,0.205357142857143,0.330097087378641,0.196581196581197,0.3,0.246487867177522,0.254335260115607,0.246927374301676,0.264705882352941,0.234726688102894,0.219135802469136,0.216312056737589,0.245762711864407,0.444852941176471,0.245098039215686,0.227272727272727,0.355102040816327,0.263681592039801,0.29,0.168674698795181,0.198830409356725
pythia-70m-deduped-step44k-92bt,0.187713310580205,0.272057359091814,0.260270239388724,0.22,0.237037037037037,0.177631578947368,0.23,0.233962264150943,0.222222222222222,0.29,0.32,0.24,0.208092485549133,0.235294117647059,0.17,0.285106382978723,0.254385964912281,0.282758620689655,0.256613756613757,0.150793650793651,0.17,0.316129032258065,0.275862068965517,0.29,0.248484848484848,0.358585858585859,0.352331606217617,0.266666666666667,0.240740740740741,0.214285714285714,0.298013245033113,0.299082568807339,0.472222222222222,0.269607843137255,0.270042194092827,0.300448430493274,0.251908396946565,0.28099173553719,0.222222222222222,0.269938650306748,0.205357142857143,0.330097087378641,0.196581196581197,0.3,0.246487867177522,0.254335260115607,0.246927374301676,0.264705882352941,0.234726688102894,0.219135802469136,0.216312056737589,0.245762711864407,0.444852941176471,0.245098039215686,0.227272727272727,0.355102040816327,0.263681592039801,0.29,0.168674698795181,0.198830409356725
pythia-70m-deduped-step44k-92bt,0.187713310580205,0.272057359091814,0.260270239388724,0.22,0.237037037037037,0.177631578947368,0.23,0.233962264150943,0.222222222222222,0.29,0.32,0.24,0.208092485549133,0.235294117647059,0.17,0.285106382978723,0.254385964912281,0.282758620689655,0.256613756613757,0.150793650793651,0.17,0.316129032258065,0.275862068965517,0.29,0.248484848484848,0.358585858585859,0.352331606217617,0.266666666666667,0.240740740740741,0.214285714285714,0.298013245033113,0.299082568807339,0.472222222222222,0.269607843137255,0.270042194092827,0.300448430493274,0.251908396946565,0.28099173553719,0.222222222222222,0.269938650306748,0.205357142857143,0.330097087378641,0.196581196581197,0.3,0.246487867177522,0.254335260115607,0.246927374301676,0.264705882352941,0.234726688102894,0.219135802469136,0.216312056737589,0.245762711864407,0.444852941176471,0.245098039215686,0.227272727272727,0.355102040816327,0.263681592039801,0.29,0.168674698795181,0.198830409356725
opt-350m,0.205631399317406,0.321250746863175,0.260230967434679,0.22,0.274074074074074,0.177631578947368,0.21,0.267924528301887,0.229166666666667,0.35,0.3,0.27,0.254335260115607,0.225490196078431,0.18,0.272340425531915,0.236842105263158,0.296551724137931,0.256613756613757,0.238095238095238,0.19,0.3,0.29064039408867,0.19,0.266666666666667,0.358585858585859,0.347150259067358,0.274358974358974,0.277777777777778,0.273109243697479,0.33112582781457,0.326605504587156,0.472222222222222,0.259803921568627,0.206751054852321,0.134529147982063,0.259541984732824,0.371900826446281,0.222222222222222,0.245398773006135,0.178571428571429,0.223300970873786,0.213675213675214,0.29,0.205619412515964,0.263005780346821,0.246927374301676,0.261437908496732,0.196141479099678,0.271604938271605,0.24822695035461,0.241199478487614,0.448529411764706,0.241830065359477,0.190909090909091,0.395918367346939,0.218905472636816,0.26,0.192771084337349,0.187134502923977
opt-125m,0.203924914675768,0.29187412865963,0.260155875556441,0.27,0.244444444444444,0.269736842105263,0.21,0.215094339622642,0.222222222222222,0.28,0.33,0.26,0.202312138728324,0.372549019607843,0.18,0.319148936170213,0.228070175438596,0.248275862068966,0.256613756613757,0.142857142857143,0.18,0.316129032258065,0.295566502463054,0.19,0.212121212121212,0.272727272727273,0.367875647668394,0.343589743589744,0.262962962962963,0.352941176470588,0.311258278145695,0.227522935779817,0.472222222222222,0.259803921568627,0.257383966244726,0.201793721973094,0.236641221374046,0.380165289256198,0.212962962962963,0.220858895705521,0.151785714285714,0.184466019417476,0.196581196581197,0.34,0.254150702426565,0.23121387283237,0.242458100558659,0.271241830065359,0.237942122186495,0.29320987654321,0.265957446808511,0.252933507170795,0.448529411764706,0.222222222222222,0.227272727272727,0.248979591836735,0.233830845771144,0.32,0.204819277108434,0.175438596491228
h2ogpt-oasst1-512-12b,0.402730375426621,0.522605058753236,0.260139469206116,0.26,0.340740740740741,0.315789473684211,0.2,0.267924528301887,0.305555555555556,0.17,0.25,0.26,0.23121387283237,0.205882352941176,0.27,0.242553191489362,0.280701754385965,0.241379310344828,0.26984126984127,0.166666666666667,0.29,0.245161290322581,0.300492610837438,0.32,0.236363636363636,0.207070707070707,0.22279792746114,0.256410256410256,0.285185185185185,0.260504201680672,0.264900662251656,0.220183486238532,0.217592592592593,0.245098039215686,0.261603375527426,0.381165919282511,0.236641221374046,0.40495867768595,0.259259259259259,0.220858895705521,0.258928571428571,0.242718446601942,0.256410256410256,0.21,0.311621966794381,0.291907514450867,0.242458100558659,0.290849673202614,0.29903536977492,0.287037037037037,0.25531914893617,0.246414602346806,0.198529411764706,0.285947712418301,0.218181818181818,0.183673469387755,0.263681592039801,0.23,0.313253012048193,0.327485380116959
pythia-13b-deduped-green_devil,0.387372013651877,0.515733917546306,0.260078690692545,0.23,0.311111111111111,0.276315789473684,0.28,0.29811320754717,0.263888888888889,0.18,0.27,0.33,0.254335260115607,0.225490196078431,0.27,0.31063829787234,0.289473684210526,0.241379310344828,0.288359788359788,0.30952380952381,0.28,0.212903225806452,0.182266009852217,0.23,0.206060606060606,0.222222222222222,0.22279792746114,0.228205128205128,0.255555555555556,0.26890756302521,0.278145695364238,0.223853211009174,0.231481481481481,0.28921568627451,0.253164556962025,0.336322869955157,0.267175572519084,0.305785123966942,0.259259259259259,0.214723926380368,0.285714285714286,0.194174757281553,0.269230769230769,0.29,0.272030651340996,0.265895953757225,0.250279329608939,0.228758169934641,0.302250803858521,0.268518518518519,0.276595744680851,0.272490221642764,0.1875,0.26797385620915,0.254545454545455,0.191836734693878,0.243781094527363,0.26,0.301204819277108,0.345029239766082
pythia-410m-deduped,0.226109215017065,0.344353714399522,0.25988819562354,0.18,0.274074074074074,0.151315789473684,0.27,0.249056603773585,0.326388888888889,0.31,0.22,0.27,0.202312138728324,0.235294117647059,0.27,0.229787234042553,0.210526315789474,0.248275862068966,0.261904761904762,0.30952380952381,0.24,0.251612903225806,0.251231527093596,0.24,0.224242424242424,0.232323232323232,0.227979274611399,0.312820512820513,0.266666666666667,0.201680672268908,0.251655629139073,0.21651376146789,0.472222222222222,0.235294117647059,0.278481012658228,0.336322869955157,0.244274809160305,0.322314049586777,0.296296296296296,0.226993865030675,0.339285714285714,0.281553398058252,0.226495726495727,0.31,0.261813537675607,0.251445086705202,0.241340782122905,0.228758169934641,0.186495176848875,0.203703703703704,0.24468085106383,0.239895697522816,0.323529411764706,0.245098039215686,0.290909090909091,0.351020408163265,0.278606965174129,0.21,0.265060240963855,0.286549707602339
GPT-NeoX-20B-Skein,0.421501706484642,0.541625174268074,0.259862791797032,0.29,0.214814814814815,0.223684210526316,0.35,0.222641509433962,0.256944444444444,0.26,0.36,0.27,0.236994219653179,0.225490196078431,0.36,0.34468085106383,0.228070175438596,0.255172413793103,0.291005291005291,0.261904761904762,0.26,0.193548387096774,0.16256157635468,0.28,0.2,0.217171717171717,0.207253886010363,0.225641025641026,0.255555555555556,0.26890756302521,0.245033112582781,0.222018348623853,0.162037037037037,0.28921568627451,0.253164556962025,0.331838565022422,0.267175572519084,0.322314049586777,0.259259259259259,0.269938650306748,0.1875,0.281553398058252,0.307692307692308,0.31,0.275862068965517,0.286127167630058,0.246927374301676,0.251633986928105,0.279742765273312,0.265432098765432,0.24468085106383,0.242503259452412,0.172794117647059,0.266339869281046,0.290909090909091,0.212244897959184,0.293532338308458,0.23,0.295180722891566,0.327485380116959
open_llama_3b_600bt_preview,0.342150170648464,0.460167297351125,0.259735830022366,0.24,0.303703703703704,0.276315789473684,0.31,0.267924528301887,0.256944444444444,0.16,0.24,0.24,0.254335260115607,0.294117647058824,0.31,0.306382978723404,0.315789473684211,0.289655172413793,0.240740740740741,0.158730158730159,0.26,0.258064516129032,0.270935960591133,0.36,0.266666666666667,0.207070707070707,0.227979274611399,0.241025641025641,0.255555555555556,0.260504201680672,0.28476821192053,0.244036697247706,0.282407407407407,0.25,0.244725738396624,0.174887892376682,0.213740458015267,0.239669421487603,0.333333333333333,0.239263803680982,0.258928571428571,0.252427184466019,0.277777777777778,0.28,0.245210727969349,0.271676300578035,0.246927374301676,0.251633986928105,0.260450160771704,0.268518518518519,0.25177304964539,0.250977835723598,0.286764705882353,0.274509803921569,0.263636363636364,0.216326530612245,0.233830845771144,0.26,0.240963855421687,0.333333333333333
gpt-neo-125m,0.191126279863481,0.283409679346744,0.259703913778233,0.22,0.266666666666667,0.177631578947368,0.23,0.256603773584906,0.277777777777778,0.24,0.34,0.27,0.190751445086705,0.225490196078431,0.19,0.285106382978723,0.254385964912281,0.23448275862069,0.240740740740741,0.246031746031746,0.18,0.248387096774194,0.280788177339901,0.21,0.248484848484848,0.358585858585859,0.357512953367876,0.253846153846154,0.251851851851852,0.23109243697479,0.311258278145695,0.278899082568807,0.458333333333333,0.299019607843137,0.219409282700422,0.278026905829596,0.259541984732824,0.223140495867769,0.222222222222222,0.245398773006135,0.267857142857143,0.242718446601942,0.269230769230769,0.3,0.240102171136654,0.245664739884393,0.226815642458101,0.264705882352941,0.183279742765273,0.216049382716049,0.24822695035461,0.247066492829205,0.448529411764706,0.269607843137255,0.254545454545455,0.4,0.243781094527363,0.27,0.198795180722892,0.204678362573099
h2ogpt-gm-oasst1-en-1024-20b,0.435153583617747,0.536745668193587,0.259638225112257,0.32,0.288888888888889,0.263157894736842,0.29,0.233962264150943,0.256944444444444,0.22,0.26,0.2,0.236994219653179,0.274509803921569,0.33,0.293617021276596,0.289473684210526,0.172413793103448,0.251322751322751,0.293650793650794,0.25,0.245161290322581,0.236453201970443,0.29,0.2,0.212121212121212,0.243523316062176,0.243589743589744,0.248148148148148,0.252100840336134,0.271523178807947,0.203669724770642,0.162037037037037,0.308823529411765,0.282700421940928,0.286995515695067,0.236641221374046,0.256198347107438,0.277777777777778,0.233128834355828,0.169642857142857,0.310679611650485,0.260683760683761,0.29,0.284802043422733,0.283236994219653,0.268156424581006,0.290849673202614,0.273311897106109,0.305555555555556,0.262411347517731,0.267275097783572,0.202205882352941,0.26797385620915,0.209090909090909,0.293877551020408,0.233830845771144,0.3,0.271084337349398,0.339181286549708
CrimsonPajama,0.366040955631399,0.489344752041426,0.259500157292364,0.29,0.333333333333333,0.263157894736842,0.23,0.237735849056604,0.256944444444444,0.27,0.26,0.24,0.248554913294798,0.205882352941176,0.3,0.246808510638298,0.263157894736842,0.324137931034483,0.267195767195767,0.182539682539683,0.29,0.274193548387097,0.246305418719212,0.28,0.236363636363636,0.297979797979798,0.248704663212435,0.228205128205128,0.266666666666667,0.214285714285714,0.271523178807947,0.258715596330275,0.226851851851852,0.269607843137255,0.265822784810127,0.183856502242152,0.198473282442748,0.380165289256198,0.240740740740741,0.300613496932515,0.294642857142857,0.262135922330097,0.269230769230769,0.19,0.265644955300128,0.254335260115607,0.242458100558659,0.258169934640523,0.273311897106109,0.280864197530864,0.269503546099291,0.271838331160365,0.158088235294118,0.256535947712418,0.318181818181818,0.293877551020408,0.248756218905473,0.24,0.253012048192771,0.292397660818713
GPT-J-6B-Adventure,0.354095563139932,0.464748058155746,0.259419666005953,0.26,0.2,0.263157894736842,0.26,0.260377358490566,0.256944444444444,0.21,0.25,0.28,0.213872832369942,0.215686274509804,0.29,0.302127659574468,0.324561403508772,0.227586206896552,0.227513227513228,0.26984126984127,0.23,0.2,0.246305418719212,0.21,0.206060606060606,0.272727272727273,0.176165803108808,0.243589743589744,0.22962962962963,0.285714285714286,0.28476821192053,0.244036697247706,0.25,0.259803921568627,0.244725738396624,0.31390134529148,0.297709923664122,0.272727272727273,0.314814814814815,0.245398773006135,0.303571428571429,0.223300970873786,0.290598290598291,0.29,0.231162196679438,0.274566473988439,0.260335195530726,0.261437908496732,0.247588424437299,0.259259259259259,0.322695035460993,0.259452411994785,0.264705882352941,0.26797385620915,0.236363636363636,0.23265306122449,0.348258706467662,0.28,0.289156626506024,0.304093567251462
codegen-6B-nl,0.389931740614334,0.505277833100976,0.259344781355242,0.21,0.22962962962963,0.184210526315789,0.31,0.275471698113208,0.298611111111111,0.15,0.29,0.23,0.260115606936416,0.215686274509804,0.37,0.259574468085106,0.254385964912281,0.241379310344828,0.251322751322751,0.285714285714286,0.25,0.293548387096774,0.16256157635468,0.24,0.218181818181818,0.186868686868687,0.227979274611399,0.235897435897436,0.207407407407407,0.222689075630252,0.264900662251656,0.231192660550459,0.162037037037037,0.264705882352941,0.282700421940928,0.327354260089686,0.251908396946565,0.396694214876033,0.287037037037037,0.208588957055215,0.3125,0.310679611650485,0.307692307692308,0.34,0.269476372924649,0.263005780346821,0.280446927374302,0.23202614379085,0.221864951768489,0.243827160493827,0.280141843971631,0.265319426336376,0.191176470588235,0.284313725490196,0.318181818181818,0.248979591836735,0.278606965174129,0.32,0.301204819277108,0.274853801169591
Cerebras-GPT-6.7B,0.308873720136519,0.445130452101175,0.259283946267639,0.28,0.237037037037037,0.243421052631579,0.13,0.222641509433962,0.215277777777778,0.31,0.4,0.3,0.242774566473988,0.245098039215686,0.22,0.302127659574468,0.245614035087719,0.255172413793103,0.243386243386243,0.238095238095238,0.19,0.219354838709677,0.206896551724138,0.37,0.284848484848485,0.186868686868687,0.217616580310881,0.248717948717949,0.262962962962963,0.247899159663866,0.271523178807947,0.304587155963303,0.342592592592593,0.240196078431373,0.223628691983122,0.295964125560538,0.259541984732824,0.264462809917355,0.222222222222222,0.288343558282209,0.232142857142857,0.271844660194175,0.239316239316239,0.26,0.260536398467433,0.283236994219653,0.272625698324022,0.235294117647059,0.260450160771704,0.240740740740741,0.24822695035461,0.269882659713168,0.411764705882353,0.248366013071895,0.245454545454545,0.2,0.253731343283582,0.28,0.265060240963855,0.321637426900585
Cerebras-GPT-13B,0.337883959044369,0.449810794662418,0.25923430714447,0.23,0.259259259259259,0.217105263157895,0.19,0.252830188679245,0.291666666666667,0.22,0.28,0.34,0.23121387283237,0.196078431372549,0.27,0.25531914893617,0.236842105263158,0.248275862068966,0.243386243386243,0.301587301587302,0.2,0.248387096774194,0.226600985221675,0.23,0.260606060606061,0.237373737373737,0.196891191709845,0.317948717948718,0.244444444444444,0.277310924369748,0.231788079470199,0.28256880733945,0.453703703703704,0.254901960784314,0.278481012658228,0.251121076233184,0.229007633587786,0.264462809917355,0.25,0.245398773006135,0.276785714285714,0.242718446601942,0.252136752136752,0.28,0.283524904214559,0.263005780346821,0.272625698324022,0.258169934640523,0.270096463022508,0.243827160493827,0.24822695035461,0.251629726205997,0.191176470588235,0.241830065359477,0.290909090909091,0.355102040816327,0.258706467661692,0.24,0.307228915662651,0.304093567251462
dolly-v2-12b,0.381399317406143,0.546305516829317,0.259168456515226,0.23,0.333333333333333,0.263157894736842,0.23,0.222641509433962,0.263888888888889,0.18,0.2,0.28,0.236994219653179,0.235294117647059,0.3,0.238297872340426,0.254385964912281,0.282758620689655,0.26984126984127,0.198412698412698,0.39,0.261290322580645,0.251231527093596,0.36,0.206060606060606,0.207070707070707,0.233160621761658,0.230769230769231,0.266666666666667,0.226890756302521,0.231788079470199,0.26605504587156,0.208333333333333,0.269607843137255,0.324894514767932,0.295964125560538,0.221374045801527,0.380165289256198,0.222222222222222,0.239263803680982,0.348214285714286,0.242718446601942,0.273504273504274,0.22,0.292464878671775,0.263005780346821,0.241340782122905,0.245098039215686,0.305466237942122,0.25,0.269503546099291,0.269230769230769,0.183823529411765,0.264705882352941,0.281818181818182,0.175510204081633,0.293532338308458,0.26,0.265060240963855,0.315789473684211
OPT-350M-Nerys-v2,0.198805460750853,0.315475004979088,0.259077466169325,0.22,0.237037037037037,0.177631578947368,0.21,0.218867924528302,0.263888888888889,0.32,0.26,0.27,0.242774566473988,0.294117647058824,0.18,0.302127659574468,0.236842105263158,0.255172413793103,0.256613756613757,0.333333333333333,0.18,0.316129032258065,0.280788177339901,0.19,0.284848484848485,0.313131313131313,0.305699481865285,0.248717948717949,0.274074074074074,0.294117647058824,0.337748344370861,0.299082568807339,0.472222222222222,0.205882352941176,0.236286919831224,0.282511210762332,0.236641221374046,0.371900826446281,0.212962962962963,0.251533742331288,0.169642857142857,0.174757281553398,0.196581196581197,0.23,0.268199233716475,0.277456647398844,0.241340782122905,0.251633986928105,0.228295819935691,0.280864197530864,0.269503546099291,0.232073011734029,0.444852941176471,0.245098039215686,0.263636363636364,0.248979591836735,0.243781094527363,0.26,0.186746987951807,0.181286549707602
dlite-v1-774m,0.253412969283276,0.365365465046803,0.259067577224056,0.18,0.222222222222222,0.217105263157895,0.24,0.320754716981132,0.256944444444444,0.18,0.31,0.3,0.242774566473988,0.215686274509804,0.17,0.208510638297872,0.228070175438596,0.317241379310345,0.267195767195767,0.158730158730159,0.3,0.254838709677419,0.300492610837438,0.3,0.284848484848485,0.363636363636364,0.321243523316062,0.351282051282051,0.274074074074074,0.218487394957983,0.271523178807947,0.317431192660551,0.324074074074074,0.254901960784314,0.265822784810127,0.10762331838565,0.297709923664122,0.380165289256198,0.166666666666667,0.319018404907975,0.205357142857143,0.368932038834951,0.213675213675214,0.17,0.197956577266922,0.263005780346821,0.246927374301676,0.248366013071895,0.244372990353698,0.256172839506173,0.265957446808511,0.232724902216428,0.246323529411765,0.228758169934641,0.190909090909091,0.36734693877551,0.293532338308458,0.26,0.265060240963855,0.292397660818713
pythia-70m,0.180887372013652,0.265883290181239,0.259006958256638,0.23,0.274074074074074,0.236842105263158,0.25,0.241509433962264,0.222222222222222,0.4,0.26,0.27,0.294797687861272,0.284313725490196,0.25,0.268085106382979,0.201754385964912,0.268965517241379,0.256613756613757,0.166666666666667,0.14,0.267741935483871,0.280788177339901,0.29,0.266666666666667,0.313131313131313,0.347150259067358,0.330769230769231,0.285185185185185,0.26890756302521,0.291390728476821,0.258715596330275,0.467592592592593,0.235294117647059,0.257383966244726,0.273542600896861,0.274809160305344,0.239669421487603,0.231481481481481,0.269938650306748,0.214285714285714,0.184466019417476,0.196581196581197,0.29,0.217113665389527,0.245664739884393,0.232402234636872,0.248366013071895,0.218649517684887,0.240740740740741,0.216312056737589,0.234680573663625,0.341911764705882,0.217320261437909,0.263636363636364,0.273469387755102,0.278606965174129,0.22,0.240963855421687,0.222222222222222
WizardCoder-Guanaco-15B-V1.1,0.28839590443686,0.37203744274049,0.258817830026037,0.33,0.244444444444444,0.177631578947368,0.3,0.233962264150943,0.25,0.21,0.3,0.26,0.208092485549133,0.196078431372549,0.39,0.302127659574468,0.245614035087719,0.344827586206897,0.227513227513228,0.293650793650794,0.23,0.216129032258065,0.172413793103448,0.32,0.212121212121212,0.202020202020202,0.207253886010363,0.215384615384615,0.251851851851852,0.243697478991597,0.245033112582781,0.203669724770642,0.175925925925926,0.245098039215686,0.282700421940928,0.336322869955157,0.259541984732824,0.289256198347107,0.240740740740741,0.220858895705521,0.330357142857143,0.223300970873786,0.341880341880342,0.36,0.298850574712644,0.263005780346821,0.251396648044693,0.248366013071895,0.247588424437299,0.240740740740741,0.273049645390071,0.251629726205997,0.202205882352941,0.272875816993464,0.3,0.187755102040816,0.26865671641791,0.29,0.301204819277108,0.315789473684211
h2ogpt-gm-oasst1-en-1024-12b,0.405290102389079,0.51593308105955,0.258712029068055,0.28,0.355555555555556,0.269736842105263,0.36,0.256603773584906,0.277777777777778,0.22,0.22,0.28,0.23121387283237,0.196078431372549,0.29,0.331914893617021,0.280701754385965,0.186206896551724,0.28042328042328,0.182539682539683,0.26,0.264516129032258,0.295566502463054,0.26,0.23030303030303,0.222222222222222,0.202072538860104,0.21025641025641,0.274074074074074,0.26890756302521,0.218543046357616,0.218348623853211,0.162037037037037,0.225490196078431,0.219409282700422,0.36322869955157,0.213740458015267,0.363636363636364,0.277777777777778,0.220858895705521,0.330357142857143,0.252427184466019,0.243589743589744,0.25,0.295019157088123,0.263005780346821,0.242458100558659,0.261437908496732,0.276527331189711,0.268518518518519,0.234042553191489,0.241199478487614,0.216911764705882,0.26797385620915,0.327272727272727,0.2,0.248756218905473,0.24,0.313253012048193,0.304093567251462
Cerebras-GPT-111M-instruction,0.194539249146758,0.260705038836885,0.258660036798578,0.16,0.22962962962963,0.322368421052632,0.22,0.283018867924528,0.256944444444444,0.25,0.26,0.27,0.277456647398844,0.362745098039216,0.18,0.195744680851064,0.210526315789474,0.23448275862069,0.264550264550265,0.325396825396825,0.29,0.332258064516129,0.29064039408867,0.22,0.187878787878788,0.343434343434343,0.33160621761658,0.379487179487179,0.266666666666667,0.336134453781513,0.317880794701987,0.343119266055046,0.356481481481481,0.225490196078431,0.270042194092827,0.260089686098655,0.190839694656489,0.305785123966942,0.203703703703704,0.245398773006135,0.232142857142857,0.349514563106796,0.196581196581197,0.25,0.213282247765006,0.213872832369942,0.241340782122905,0.326797385620915,0.221864951768489,0.225308641975309,0.262411347517731,0.246414602346806,0.183823529411765,0.217320261437909,0.236363636363636,0.187755102040816,0.263681592039801,0.26,0.204819277108434,0.210526315789474
gpt2_test,0.199658703071672,0.292272455686118,0.258585139404755,0.21,0.244444444444444,0.164473684210526,0.17,0.230188679245283,0.222222222222222,0.2,0.3,0.29,0.236994219653179,0.254901960784314,0.17,0.268085106382979,0.280701754385965,0.241379310344828,0.253968253968254,0.142857142857143,0.15,0.3,0.275862068965517,0.26,0.218181818181818,0.353535353535354,0.367875647668394,0.274358974358974,0.255555555555556,0.289915966386555,0.271523178807947,0.346788990825688,0.472222222222222,0.254901960784314,0.248945147679325,0.291479820627803,0.267175572519084,0.330578512396694,0.212962962962963,0.257668711656442,0.241071428571429,0.339805825242718,0.17948717948718,0.27,0.218390804597701,0.239884393063584,0.242458100558659,0.218954248366013,0.2508038585209,0.225308641975309,0.269503546099291,0.247718383311604,0.441176470588235,0.264705882352941,0.218181818181818,0.4,0.228855721393035,0.26,0.192771084337349,0.210526315789474
pythia-2.7b,0.325085324232082,0.44991037641904,0.258579333217987,0.26,0.281481481481482,0.223684210526316,0.2,0.260377358490566,0.284722222222222,0.2,0.28,0.29,0.277456647398844,0.176470588235294,0.29,0.31063829787234,0.289473684210526,0.213793103448276,0.264550264550265,0.166666666666667,0.31,0.248387096774194,0.261083743842365,0.27,0.254545454545455,0.207070707070707,0.217616580310881,0.220512820512821,0.244444444444444,0.243697478991597,0.245033112582781,0.234862385321101,0.231481481481481,0.25,0.274261603375527,0.358744394618834,0.229007633587786,0.363636363636364,0.259259259259259,0.263803680981595,0.294642857142857,0.223300970873786,0.273504273504274,0.28,0.274584929757344,0.254335260115607,0.246927374301676,0.254901960784314,0.334405144694534,0.271604938271605,0.276595744680851,0.251629726205997,0.202205882352941,0.269607843137255,0.354545454545455,0.187755102040816,0.243781094527363,0.2,0.307228915662651,0.280701754385965
DialoGPT-medium,0.194539249146758,0.260107548297152,0.258389673318959,0.31,0.333333333333333,0.335526315789474,0.22,0.215094339622642,0.277777777777778,0.18,0.26,0.25,0.317919075144509,0.245098039215686,0.3,0.234042553191489,0.245614035087719,0.296551724137931,0.267195767195767,0.150793650793651,0.34,0.264516129032258,0.300492610837438,0.33,0.303030303030303,0.257575757575758,0.233160621761658,0.220512820512821,0.262962962962963,0.252100840336134,0.264900662251656,0.225688073394495,0.212962962962963,0.245098039215686,0.223628691983122,0.201793721973094,0.229007633587786,0.371900826446281,0.203703703703704,0.300613496932515,0.241071428571429,0.194174757281553,0.256410256410256,0.24,0.270753512132823,0.213872832369942,0.265921787709497,0.290849673202614,0.260450160771704,0.29320987654321,0.269503546099291,0.265971316818774,0.345588235294118,0.276143790849673,0.209090909090909,0.23265306122449,0.248756218905473,0.25,0.204819277108434,0.216374269005848
DialoGPT-small,0.21160409556314,0.255128460466043,0.258127425716254,0.23,0.244444444444444,0.210526315789474,0.2,0.29811320754717,0.25,0.2,0.27,0.23,0.364161849710983,0.215686274509804,0.25,0.293617021276596,0.201754385964912,0.241379310344828,0.240740740740741,0.317460317460317,0.19,0.309677419354839,0.246305418719212,0.26,0.248484848484848,0.353535353535354,0.367875647668394,0.364102564102564,0.233333333333333,0.348739495798319,0.231788079470199,0.264220183486239,0.435185185185185,0.254901960784314,0.215189873417722,0.340807174887892,0.274809160305344,0.140495867768595,0.222222222222222,0.196319018404908,0.267857142857143,0.174757281553398,0.213675213675214,0.13,0.278416347381865,0.213872832369942,0.233519553072626,0.274509803921569,0.173633440514469,0.216049382716049,0.24468085106383,0.253585397653194,0.448529411764706,0.276143790849673,0.245454545454545,0.326530612244898,0.26865671641791,0.26,0.246987951807229,0.210526315789474
gpt2-alpaca-gpt4,0.20221843003413,0.290778729336786,0.257590005016346,0.17,0.274074074074074,0.177631578947368,0.2,0.237735849056604,0.236111111111111,0.2,0.29,0.19,0.248554913294798,0.235294117647059,0.19,0.272340425531915,0.236842105263158,0.262068965517241,0.251322751322751,0.150793650793651,0.15,0.267741935483871,0.285714285714286,0.31,0.2,0.353535353535354,0.362694300518135,0.282051282051282,0.262962962962963,0.294117647058824,0.211920529801325,0.284403669724771,0.458333333333333,0.254901960784314,0.253164556962025,0.349775784753363,0.259541984732824,0.355371900826446,0.185185185185185,0.325153374233129,0.276785714285714,0.174757281553398,0.196581196581197,0.3,0.295019157088123,0.222543352601156,0.242458100558659,0.254901960784314,0.215434083601286,0.225308641975309,0.273049645390071,0.257496740547588,0.448529411764706,0.253267973856209,0.2,0.387755102040816,0.223880597014925,0.29,0.210843373493976,0.204678362573099
codegen-6B-multi,0.238054607508532,0.335092611033659,0.257122921853769,0.32,0.281481481481482,0.203947368421053,0.26,0.271698113207547,0.291666666666667,0.2,0.26,0.23,0.254335260115607,0.196078431372549,0.29,0.34468085106383,0.263157894736842,0.303448275862069,0.246031746031746,0.222222222222222,0.23,0.232258064516129,0.251231527093596,0.33,0.266666666666667,0.217171717171717,0.207253886010363,0.220512820512821,0.244444444444444,0.252100840336134,0.28476821192053,0.255045871559633,0.263888888888889,0.264705882352941,0.282700421940928,0.403587443946188,0.198473282442748,0.347107438016529,0.231481481481481,0.288343558282209,0.285714285714286,0.174757281553398,0.222222222222222,0.24,0.284802043422733,0.291907514450867,0.243575418994413,0.248366013071895,0.311897106109325,0.240740740740741,0.223404255319149,0.265971316818774,0.1875,0.253267973856209,0.290909090909091,0.179591836734694,0.238805970149254,0.18,0.307228915662651,0.274853801169591
pythia-owt2-70m-50k,0.175767918088737,0.270065723959371,0.257044700409504,0.22,0.266666666666667,0.177631578947368,0.21,0.226415094339623,0.229166666666667,0.28,0.23,0.21,0.236994219653179,0.264705882352941,0.23,0.246808510638298,0.254385964912281,0.289655172413793,0.256613756613757,0.182539682539683,0.18,0.316129032258065,0.285714285714286,0.25,0.248484848484848,0.308080808080808,0.253886010362694,0.228205128205128,0.262962962962963,0.348739495798319,0.33112582781457,0.218348623853211,0.472222222222222,0.235294117647059,0.261603375527426,0.197309417040359,0.274809160305344,0.297520661157025,0.194444444444444,0.233128834355828,0.321428571428571,0.174757281553398,0.200854700854701,0.3,0.270753512132823,0.228323699421965,0.237988826815642,0.258169934640523,0.270096463022508,0.262345679012346,0.216312056737589,0.247718383311604,0.448529411764706,0.26797385620915,0.236363636363636,0.244897959183673,0.233830845771144,0.34,0.271084337349398,0.210526315789474
pygmalion-350m,0.208191126279863,0.329018123879705,0.25684027371924,0.22,0.251851851851852,0.171052631578947,0.31,0.20377358490566,0.236111111111111,0.28,0.23,0.24,0.202312138728324,0.196078431372549,0.28,0.34468085106383,0.210526315789474,0.213793103448276,0.253968253968254,0.174603174603175,0.19,0.251612903225806,0.266009852216749,0.2,0.339393939393939,0.343434343434343,0.316062176165803,0.31025641025641,0.237037037037037,0.243697478991597,0.231788079470199,0.271559633027523,0.472222222222222,0.274509803921569,0.248945147679325,0.233183856502242,0.244274809160305,0.330578512396694,0.222222222222222,0.257668711656442,0.214285714285714,0.16504854368932,0.247863247863248,0.28,0.226053639846743,0.300578034682081,0.237988826815642,0.251633986928105,0.234726688102894,0.231481481481481,0.25177304964539,0.237940026075619,0.444852941176471,0.230392156862745,0.245454545454545,0.371428571428571,0.278606965174129,0.27,0.246987951807229,0.169590643274854
gpt-2-xl-EvolInstruct,0.248293515358362,0.337681736705836,0.256718660711848,0.26,0.318518518518519,0.177631578947368,0.21,0.283018867924528,0.284722222222222,0.21,0.25,0.27,0.242774566473988,0.186274509803922,0.26,0.31063829787234,0.245614035087719,0.248275862068966,0.248677248677249,0.206349206349206,0.33,0.245161290322581,0.280788177339901,0.36,0.254545454545455,0.303030303030303,0.212435233160622,0.253846153846154,0.292592592592593,0.226890756302521,0.218543046357616,0.255045871559633,0.439814814814815,0.220588235294118,0.227848101265823,0.210762331838565,0.213740458015267,0.247933884297521,0.259259259259259,0.319018404907975,0.303571428571429,0.252427184466019,0.269230769230769,0.16,0.289910600255428,0.265895953757225,0.242458100558659,0.251633986928105,0.244372990353698,0.259259259259259,0.273049645390071,0.239243807040417,0.224264705882353,0.254901960784314,0.345454545454545,0.175510204081633,0.243781094527363,0.19,0.27710843373494,0.286549707602339
pythia-12b-deduped,0.378839590443686,0.518323043218482,0.256306028969522,0.29,0.22962962962963,0.263157894736842,0.2,0.260377358490566,0.263888888888889,0.19,0.22,0.28,0.225433526011561,0.186274509803922,0.31,0.268085106382979,0.263157894736842,0.227586206896552,0.264550264550265,0.19047619047619,0.2,0.238709677419355,0.266009852216749,0.28,0.236363636363636,0.222222222222222,0.207253886010363,0.258974358974359,0.274074074074074,0.281512605042017,0.225165562913907,0.203669724770642,0.166666666666667,0.245098039215686,0.274261603375527,0.367713004484305,0.259541984732824,0.462809917355372,0.296296296296296,0.233128834355828,0.25,0.223300970873786,0.264957264957265,0.21,0.292464878671775,0.309248554913295,0.243575418994413,0.297385620915033,0.270096463022508,0.259259259259259,0.24822695035461,0.261408083441982,0.198529411764706,0.292483660130719,0.254545454545455,0.253061224489796,0.26865671641791,0.21,0.319277108433735,0.350877192982456
dlite-v1-1_5b,0.284982935153584,0.394941246763593,0.256172101094295,0.25,0.251851851851852,0.203947368421053,0.23,0.283018867924528,0.298611111111111,0.22,0.31,0.28,0.352601156069364,0.176470588235294,0.26,0.251063829787234,0.210526315789474,0.241379310344828,0.253968253968254,0.357142857142857,0.15,0.254838709677419,0.187192118226601,0.24,0.284848484848485,0.363636363636364,0.22279792746114,0.341025641025641,0.244444444444444,0.235294117647059,0.225165562913907,0.332110091743119,0.351851851851852,0.245098039215686,0.253164556962025,0.170403587443946,0.267175572519084,0.239669421487603,0.25,0.251533742331288,0.25,0.271844660194175,0.269230769230769,0.24,0.272030651340996,0.245664739884393,0.242458100558659,0.225490196078431,0.189710610932476,0.256172839506173,0.23758865248227,0.241199478487614,0.253676470588235,0.245098039215686,0.336363636363636,0.187755102040816,0.253731343283582,0.19,0.331325301204819,0.321637426900585
Sparse0.5_OPT-1.3,0.24061433447099,0.383688508265286,0.255962852923663,0.22,0.214814814814815,0.157894736842105,0.2,0.211320754716981,0.208333333333333,0.19,0.33,0.24,0.260115606936416,0.235294117647059,0.3,0.212765957446809,0.236842105263158,0.241379310344828,0.256613756613757,0.333333333333333,0.2,0.232258064516129,0.231527093596059,0.23,0.266666666666667,0.247474747474748,0.300518134715026,0.348717948717949,0.214814814814815,0.34453781512605,0.245033112582781,0.24954128440367,0.430555555555556,0.196078431372549,0.257383966244726,0.309417040358744,0.259541984732824,0.214876033057851,0.259259259259259,0.239263803680982,0.276785714285714,0.368932038834951,0.264957264957265,0.28,0.228607918263091,0.251445086705202,0.235754189944134,0.290849673202614,0.205787781350482,0.25,0.262411347517731,0.238591916558018,0.448529411764706,0.254901960784314,0.236363636363636,0.171428571428571,0.228855721393035,0.27,0.283132530120482,0.216374269005848
pythia-1.4b-deduped,0.295221843003413,0.417845050786696,0.255554966513466,0.27,0.192592592592593,0.157894736842105,0.34,0.249056603773585,0.298611111111111,0.24,0.35,0.3,0.208092485549133,0.215686274509804,0.27,0.276595744680851,0.219298245614035,0.324137931034483,0.259259259259259,0.238095238095238,0.34,0.241935483870968,0.236453201970443,0.33,0.242424242424242,0.166666666666667,0.207253886010363,0.238461538461538,0.251851851851852,0.205882352941176,0.271523178807947,0.205504587155963,0.416666666666667,0.245098039215686,0.248945147679325,0.318385650224215,0.229007633587786,0.256198347107438,0.259259259259259,0.245398773006135,0.258928571428571,0.174757281553398,0.269230769230769,0.26,0.234993614303959,0.26878612716763,0.237988826815642,0.261437908496732,0.241157556270096,0.240740740740741,0.287234042553192,0.249674054758801,0.220588235294118,0.254901960784314,0.218181818181818,0.208163265306122,0.238805970149254,0.3,0.259036144578313,0.315789473684211
koala-7B-HF,0.430887372013652,0.547201752638917,0.255291658713142,0.22,0.259259259259259,0.217105263157895,0.3,0.271698113207547,0.277777777777778,0.21,0.26,0.25,0.242774566473988,0.205882352941176,0.33,0.263829787234043,0.298245614035088,0.227586206896552,0.224867724867725,0.26984126984127,0.18,0.203225806451613,0.182266009852217,0.26,0.224242424242424,0.262626262626263,0.227979274611399,0.220512820512821,0.237037037037037,0.214285714285714,0.211920529801325,0.222018348623853,0.185185185185185,0.269607843137255,0.278481012658228,0.318385650224215,0.267175572519084,0.371900826446281,0.287037037037037,0.245398773006135,0.232142857142857,0.194174757281553,0.337606837606838,0.31,0.291187739463602,0.265895953757225,0.251396648044693,0.23202614379085,0.221864951768489,0.228395061728395,0.234042553191489,0.260104302477184,0.213235294117647,0.277777777777778,0.263636363636364,0.253061224489796,0.318407960199005,0.34,0.295180722891566,0.333333333333333
Cerebras-GPT-111M,0.158703071672355,0.264190400318662,0.255121500230402,0.19,0.281481481481482,0.177631578947368,0.2,0.222641509433962,0.256944444444444,0.22,0.25,0.25,0.248554913294798,0.264705882352941,0.23,0.204255319148936,0.271929824561404,0.213793103448276,0.256613756613757,0.166666666666667,0.14,0.3,0.275862068965517,0.3,0.23030303030303,0.262626262626263,0.284974093264249,0.282051282051282,0.285185185185185,0.235294117647059,0.245033112582781,0.278899082568807,0.472222222222222,0.264705882352941,0.240506329113924,0.251121076233184,0.267175572519084,0.347107438016529,0.240740740740741,0.300613496932515,0.357142857142857,0.174757281553398,0.205128205128205,0.25,0.289910600255428,0.260115606936416,0.242458100558659,0.248366013071895,0.244372990353698,0.222222222222222,0.24113475177305,0.248370273794003,0.441176470588235,0.251633986928105,0.236363636363636,0.293877551020408,0.233830845771144,0.23,0.180722891566265,0.280701754385965
lamini-cerebras-111m,0.187713310580205,0.267675761800438,0.255062176534468,0.22,0.311111111111111,0.151315789473684,0.28,0.264150943396226,0.222222222222222,0.23,0.27,0.34,0.23121387283237,0.245098039215686,0.32,0.302127659574468,0.271929824561404,0.23448275862069,0.261904761904762,0.150793650793651,0.21,0.267741935483871,0.300492610837438,0.25,0.254545454545455,0.217171717171717,0.238341968911917,0.202564102564103,0.281481481481482,0.222689075630252,0.211920529801325,0.234862385321101,0.472222222222222,0.235294117647059,0.261603375527426,0.381165919282511,0.229007633587786,0.256198347107438,0.240740740740741,0.276073619631902,0.294642857142857,0.174757281553398,0.264957264957265,0.27,0.291187739463602,0.236994219653179,0.242458100558659,0.225490196078431,0.270096463022508,0.256172839506173,0.262411347517731,0.237940026075619,0.172794117647059,0.245098039215686,0.318181818181818,0.171428571428571,0.238805970149254,0.22,0.337349397590361,0.257309941520468
open_llama_7b_700bt_preview,0.354095563139932,0.496912965544712,0.254458980525807,0.26,0.185185185185185,0.217105263157895,0.31,0.30188679245283,0.277777777777778,0.15,0.31,0.22,0.225433526011561,0.245098039215686,0.32,0.297872340425532,0.298245614035088,0.248275862068966,0.232804232804233,0.246031746031746,0.28,0.232258064516129,0.187192118226601,0.19,0.23030303030303,0.272727272727273,0.202072538860104,0.228205128205128,0.240740740740741,0.210084033613445,0.218543046357616,0.214678899082569,0.226851851851852,0.279411764705882,0.261603375527426,0.331838565022422,0.267175572519084,0.231404958677686,0.287037037037037,0.196319018404908,0.3125,0.252427184466019,0.239316239316239,0.31,0.309067688378033,0.254335260115607,0.241340782122905,0.254901960784314,0.263665594855305,0.219135802469136,0.280141843971631,0.235984354628422,0.257352941176471,0.25,0.390909090909091,0.191836734693878,0.228855721393035,0.26,0.343373493975904,0.274853801169591
chopt-2_7b,0.34641638225256,0.476996614220275,0.254425128609038,0.27,0.288888888888889,0.184210526315789,0.28,0.290566037735849,0.243055555555556,0.22,0.3,0.17,0.225433526011561,0.205882352941176,0.23,0.246808510638298,0.236842105263158,0.213793103448276,0.251322751322751,0.317460317460317,0.32,0.241935483870968,0.275862068965517,0.3,0.236363636363636,0.146464646464646,0.202072538860104,0.258974358974359,0.240740740740741,0.222689075630252,0.23841059602649,0.26605504587156,0.231481481481481,0.220588235294118,0.248945147679325,0.331838565022422,0.251908396946565,0.231404958677686,0.25,0.257668711656442,0.375,0.300970873786408,0.243589743589744,0.26,0.30779054916986,0.245664739884393,0.214525139664804,0.245098039215686,0.276527331189711,0.246913580246914,0.25177304964539,0.234028683181226,0.25,0.259803921568627,0.309090909090909,0.212244897959184,0.248756218905473,0.29,0.331325301204819,0.251461988304094
WizardVicuna-3B-0719,0.383959044368601,0.504779924317865,0.254424887066136,0.28,0.237037037037037,0.184210526315789,0.29,0.283018867924528,0.284722222222222,0.19,0.22,0.22,0.300578034682081,0.245098039215686,0.29,0.327659574468085,0.192982456140351,0.275862068965517,0.224867724867725,0.246031746031746,0.26,0.232258064516129,0.251231527093596,0.24,0.236363636363636,0.156565656565657,0.248704663212435,0.233333333333333,0.255555555555556,0.256302521008403,0.264900662251656,0.212844036697248,0.24537037037037,0.215686274509804,0.270042194092827,0.327354260089686,0.206106870229008,0.231404958677686,0.287037037037037,0.214723926380368,0.285714285714286,0.252427184466019,0.282051282051282,0.26,0.283524904214559,0.300578034682081,0.24804469273743,0.235294117647059,0.234726688102894,0.246913580246914,0.25177304964539,0.241851368970013,0.356617647058824,0.25,0.290909090909091,0.191836734693878,0.293532338308458,0.26,0.271084337349398,0.327485380116959
opt-2.7b,0.309726962457338,0.460067715594503,0.254319729484323,0.2,0.251851851851852,0.171052631578947,0.21,0.222641509433962,0.208333333333333,0.19,0.29,0.23,0.248554913294798,0.215686274509804,0.26,0.225531914893617,0.245614035087719,0.282758620689655,0.224867724867725,0.19047619047619,0.31,0.216129032258065,0.251231527093596,0.33,0.236363636363636,0.217171717171717,0.336787564766839,0.348717948717949,0.281481481481482,0.214285714285714,0.317880794701987,0.326605504587156,0.407407407407407,0.25,0.236286919831224,0.201793721973094,0.198473282442748,0.247933884297521,0.287037037037037,0.226993865030675,0.285714285714286,0.368932038834951,0.239316239316239,0.35,0.246487867177522,0.242774566473988,0.235754189944134,0.19281045751634,0.315112540192926,0.240740740740741,0.297872340425532,0.252281616688396,0.319852941176471,0.258169934640523,0.218181818181818,0.208163265306122,0.253731343283582,0.25,0.234939759036145,0.175438596491228
stablelm-base-alpha-3b,0.245733788395904,0.349631547500498,0.254305266031827,0.19,0.17037037037037,0.217105263157895,0.22,0.211320754716981,0.291666666666667,0.28,0.34,0.26,0.179190751445087,0.264705882352941,0.23,0.285106382978723,0.228070175438596,0.275862068965517,0.222222222222222,0.253968253968254,0.2,0.261290322580645,0.226600985221675,0.28,0.23030303030303,0.257575757575758,0.341968911917098,0.305128205128205,0.22962962962963,0.210084033613445,0.245033112582781,0.267889908256881,0.175925925925926,0.230392156862745,0.270042194092827,0.309417040358744,0.229007633587786,0.363636363636364,0.194444444444444,0.245398773006135,0.330357142857143,0.368932038834951,0.222222222222222,0.26,0.237547892720307,0.208092485549133,0.240223463687151,0.225490196078431,0.176848874598071,0.203703703703704,0.287234042553192,0.26857887874837,0.389705882352941,0.253267973856209,0.254545454545455,0.293877551020408,0.243781094527363,0.28,0.271084337349398,0.286549707602339
xglm-4.5B,0.29778156996587,0.433479386576379,0.254299777191496,0.2,0.303703703703704,0.210526315789474,0.23,0.222641509433962,0.263888888888889,0.24,0.28,0.29,0.271676300578035,0.196078431372549,0.28,0.242553191489362,0.280701754385965,0.2,0.251322751322751,0.174603174603175,0.34,0.258064516129032,0.261083743842365,0.31,0.206060606060606,0.272727272727273,0.264248704663212,0.256410256410256,0.251851851851852,0.222689075630252,0.264900662251656,0.247706422018349,0.287037037037037,0.205882352941176,0.215189873417722,0.224215246636771,0.267175572519084,0.338842975206612,0.231481481481481,0.288343558282209,0.241071428571429,0.29126213592233,0.222222222222222,0.24,0.204342273307791,0.271676300578035,0.241340782122905,0.261437908496732,0.302250803858521,0.265432098765432,0.276595744680851,0.273142112125163,0.327205882352941,0.25,0.236363636363636,0.236734693877551,0.313432835820896,0.28,0.186746987951807,0.222222222222222
Adventien-GPTJ,0.388225255972696,0.525692093208524,0.253957937326254,0.25,0.237037037037037,0.243421052631579,0.26,0.264150943396226,0.270833333333333,0.24,0.18,0.28,0.196531791907514,0.205882352941176,0.28,0.314893617021277,0.298245614035088,0.220689655172414,0.238095238095238,0.214285714285714,0.29,0.229032258064516,0.261083743842365,0.19,0.236363636363636,0.212121212121212,0.217616580310881,0.238461538461538,0.251851851851852,0.23109243697479,0.225165562913907,0.240366972477064,0.148148148148148,0.284313725490196,0.29957805907173,0.385650224215247,0.259541984732824,0.289256198347107,0.314814814814815,0.239263803680982,0.285714285714286,0.194174757281553,0.290598290598291,0.25,0.270753512132823,0.265895953757225,0.242458100558659,0.248366013071895,0.276527331189711,0.271604938271605,0.273049645390071,0.263363754889179,0.209558823529412,0.256535947712418,0.309090909090909,0.248979591836735,0.258706467661692,0.24,0.319277108433735,0.263157894736842
opt-1.3b-rlhf,0.264505119453925,0.41027683728341,0.253941338987316,0.24,0.281481481481482,0.151315789473684,0.21,0.260377358490566,0.25,0.15,0.3,0.27,0.300578034682081,0.343137254901961,0.2,0.178723404255319,0.263157894736842,0.268965517241379,0.23015873015873,0.214285714285714,0.25,0.248387096774194,0.295566502463054,0.3,0.242424242424242,0.257575757575758,0.321243523316062,0.328205128205128,0.27037037037037,0.243697478991597,0.291390728476821,0.258715596330275,0.361111111111111,0.284313725490196,0.210970464135021,0.188340807174888,0.183206106870229,0.322314049586777,0.25,0.276073619631902,0.169642857142857,0.252427184466019,0.243589743589744,0.29,0.24904214559387,0.254335260115607,0.232402234636872,0.245098039215686,0.22508038585209,0.259259259259259,0.25886524822695,0.238591916558018,0.430147058823529,0.251633986928105,0.245454545454545,0.285714285714286,0.208955223880597,0.17,0.216867469879518,0.251461988304094
Skegma-GPTJ,0.395051194539249,0.507568213503286,0.253728809690202,0.26,0.274074074074074,0.236842105263158,0.28,0.275471698113208,0.229166666666667,0.22,0.15,0.24,0.213872832369942,0.196078431372549,0.28,0.323404255319149,0.271929824561404,0.213793103448276,0.256613756613757,0.206349206349206,0.31,0.254838709677419,0.275862068965517,0.23,0.260606060606061,0.227272727272727,0.212435233160622,0.233333333333333,0.248148148148148,0.239495798319328,0.218543046357616,0.236697247706422,0.148148148148148,0.274509803921569,0.244725738396624,0.36322869955157,0.221374045801527,0.28099173553719,0.296296296296296,0.245398773006135,0.294642857142857,0.223300970873786,0.273504273504274,0.27,0.310344827586207,0.23121387283237,0.242458100558659,0.271241830065359,0.295819935691318,0.277777777777778,0.276595744680851,0.252933507170795,0.202205882352941,0.261437908496732,0.318181818181818,0.236734693877551,0.253731343283582,0.25,0.325301204819277,0.245614035087719
dlite-v2-774m,0.279863481228669,0.375423222465644,0.253692725007791,0.26,0.333333333333333,0.296052631578947,0.23,0.264150943396226,0.256944444444444,0.18,0.26,0.25,0.242774566473988,0.215686274509804,0.29,0.285106382978723,0.245614035087719,0.275862068965517,0.272486772486773,0.150793650793651,0.34,0.241935483870968,0.310344827586207,0.33,0.284848484848485,0.222222222222222,0.227979274611399,0.21025641025641,0.262962962962963,0.214285714285714,0.271523178807947,0.220183486238532,0.222222222222222,0.259803921568627,0.261603375527426,0.201793721973094,0.236641221374046,0.28099173553719,0.231481481481481,0.300613496932515,0.285714285714286,0.233009708737864,0.256410256410256,0.21,0.270753512132823,0.294797687861272,0.246927374301676,0.251633986928105,0.305466237942122,0.271604938271605,0.269503546099291,0.26271186440678,0.169117647058824,0.277777777777778,0.209090909090909,0.212244897959184,0.243781094527363,0.24,0.22289156626506,0.286549707602339
OPT-13B-Nerys-v2,0.366040955631399,0.522804222266481,0.253569550043409,0.22,0.288888888888889,0.197368421052632,0.15,0.2,0.236111111111111,0.24,0.21,0.26,0.208092485549133,0.225490196078431,0.2,0.25531914893617,0.280701754385965,0.331034482758621,0.261904761904762,0.277777777777778,0.33,0.258064516129032,0.241379310344828,0.27,0.242424242424242,0.257575757575758,0.191709844559585,0.264102564102564,0.251851851851852,0.226890756302521,0.245033112582781,0.229357798165138,0.300925925925926,0.254901960784314,0.240506329113924,0.260089686098655,0.244274809160305,0.256198347107438,0.231481481481481,0.269938650306748,0.267857142857143,0.271844660194175,0.260683760683761,0.31,0.300127713920817,0.263005780346821,0.242458100558659,0.248366013071895,0.266881028938907,0.259259259259259,0.25886524822695,0.250977835723598,0.224264705882353,0.26797385620915,0.327272727272727,0.23265306122449,0.228855721393035,0.27,0.271084337349398,0.321637426900585
Quokka_590m,0.186860068259386,0.287890858394742,0.253567533035037,0.21,0.251851851851852,0.197368421052632,0.22,0.233962264150943,0.270833333333333,0.22,0.34,0.22,0.23121387283237,0.215686274509804,0.26,0.285106382978723,0.254385964912281,0.289655172413793,0.214285714285714,0.182539682539683,0.28,0.2,0.241379310344828,0.32,0.321212121212121,0.287878787878788,0.300518134715026,0.228205128205128,0.274074074074074,0.172268907563025,0.19205298013245,0.288073394495413,0.458333333333333,0.240196078431373,0.219409282700422,0.331838565022422,0.236641221374046,0.28099173553719,0.240740740740741,0.288343558282209,0.25,0.213592233009709,0.290598290598291,0.28,0.260536398467433,0.225433526011561,0.242458100558659,0.209150326797386,0.237942122186495,0.237654320987654,0.23758865248227,0.224250325945241,0.378676470588235,0.259803921568627,0.218181818181818,0.16734693877551,0.218905472636816,0.3,0.174698795180723,0.327485380116959
chopt-1_3b,0.290955631399317,0.429894443337981,0.253504539387924,0.23,0.311111111111111,0.210526315789474,0.25,0.249056603773585,0.263888888888889,0.19,0.36,0.21,0.23121387283237,0.205882352941176,0.25,0.2,0.289473684210526,0.262068965517241,0.26984126984127,0.238095238095238,0.31,0.245161290322581,0.231527093596059,0.29,0.290909090909091,0.222222222222222,0.227979274611399,0.258974358974359,0.214814814814815,0.189075630252101,0.271523178807947,0.321100917431193,0.277777777777778,0.220588235294118,0.240506329113924,0.237668161434978,0.274809160305344,0.31404958677686,0.203703703703704,0.220858895705521,0.196428571428571,0.378640776699029,0.247863247863248,0.27,0.252873563218391,0.271676300578035,0.268156424581006,0.23202614379085,0.234726688102894,0.259259259259259,0.269503546099291,0.275749674054759,0.183823529411765,0.26797385620915,0.309090909090909,0.179591836734694,0.248756218905473,0.35,0.246987951807229,0.222222222222222
mamba-gpt-3b,0.37457337883959,0.481975702051384,0.25346525890656,0.27,0.222222222222222,0.184210526315789,0.3,0.267924528301887,0.236111111111111,0.21,0.23,0.24,0.236994219653179,0.215686274509804,0.25,0.319148936170213,0.219298245614035,0.255172413793103,0.224867724867725,0.238095238095238,0.28,0.219354838709677,0.25615763546798,0.2,0.254545454545455,0.222222222222222,0.238341968911917,0.235897435897436,0.259259259259259,0.218487394957983,0.245033112582781,0.245871559633028,0.25462962962963,0.25,0.244725738396624,0.345291479820628,0.198473282442748,0.239669421487603,0.268518518518519,0.214723926380368,0.232142857142857,0.252427184466019,0.290598290598291,0.26,0.279693486590038,0.283236994219653,0.244692737430168,0.254901960784314,0.260450160771704,0.253086419753086,0.276595744680851,0.239243807040417,0.382352941176471,0.25,0.318181818181818,0.179591836734694,0.258706467661692,0.25,0.337349397590361,0.333333333333333
OPT-13B-Erebus,0.368600682593857,0.516729735112527,0.253231469135236,0.25,0.244444444444444,0.184210526315789,0.17,0.252830188679245,0.25,0.24,0.28,0.28,0.179190751445087,0.205882352941176,0.26,0.280851063829787,0.228070175438596,0.296551724137931,0.288359788359788,0.261904761904762,0.32,0.248387096774194,0.241379310344828,0.31,0.260606060606061,0.202020202020202,0.22279792746114,0.238461538461538,0.244444444444444,0.226890756302521,0.251655629139073,0.234862385321101,0.185185185185185,0.259803921568627,0.278481012658228,0.26457399103139,0.259541984732824,0.239669421487603,0.259259259259259,0.276073619631902,0.25,0.262135922330097,0.260683760683761,0.33,0.289910600255428,0.257225433526012,0.242458100558659,0.248366013071895,0.266881028938907,0.262345679012346,0.269503546099291,0.246414602346806,0.213235294117647,0.254901960784314,0.318181818181818,0.163265306122449,0.243781094527363,0.25,0.295180722891566,0.333333333333333
gpt-neox-122m-minipile-digits,0.181740614334471,0.263792073292173,0.253116730909507,0.19,0.333333333333333,0.177631578947368,0.2,0.218867924528302,0.229166666666667,0.2,0.31,0.26,0.219653179190751,0.235294117647059,0.24,0.246808510638298,0.228070175438596,0.255172413793103,0.256613756613757,0.150793650793651,0.3,0.267741935483871,0.295566502463054,0.36,0.218181818181818,0.247474747474748,0.217616580310881,0.212820512820513,0.27037037037037,0.23109243697479,0.245033112582781,0.220183486238532,0.458333333333333,0.25,0.265822784810127,0.20627802690583,0.267175572519084,0.28099173553719,0.259259259259259,0.300613496932515,0.303571428571429,0.174757281553398,0.196581196581197,0.3,0.270753512132823,0.245664739884393,0.246927374301676,0.264705882352941,0.183279742765273,0.259259259259259,0.265957446808511,0.245762711864407,0.323529411764706,0.253267973856209,0.245454545454545,0.220408163265306,0.223880597014925,0.36,0.313253012048193,0.204678362573099
alpaca-7b,0.239761092150171,0.253335988846843,0.253084087352863,0.27,0.259259259259259,0.177631578947368,0.26,0.267924528301887,0.208333333333333,0.25,0.22,0.2,0.184971098265896,0.225490196078431,0.27,0.323404255319149,0.263157894736842,0.206896551724138,0.256613756613757,0.26984126984127,0.32,0.238709677419355,0.300492610837438,0.29,0.278787878787879,0.207070707070707,0.207253886010363,0.228205128205128,0.274074074074074,0.235294117647059,0.211920529801325,0.236697247706422,0.226851851851852,0.259803921568627,0.253164556962025,0.36322869955157,0.236641221374046,0.305785123966942,0.296296296296296,0.220858895705521,0.267857142857143,0.213592233009709,0.282051282051282,0.27,0.292464878671775,0.251445086705202,0.26145251396648,0.238562091503268,0.260450160771704,0.290123456790123,0.25177304964539,0.271186440677966,0.180147058823529,0.263071895424837,0.309090909090909,0.248979591836735,0.218905472636816,0.22,0.325301204819277,0.204678362573099
fairseq-dense-355M,0.223549488054608,0.373531169089823,0.253048506951579,0.23,0.318518518518519,0.177631578947368,0.24,0.241509433962264,0.208333333333333,0.23,0.32,0.25,0.161849710982659,0.274509803921569,0.27,0.221276595744681,0.236842105263158,0.213793103448276,0.256613756613757,0.150793650793651,0.17,0.241935483870968,0.300492610837438,0.33,0.224242424242424,0.176767676767677,0.227979274611399,0.235897435897436,0.266666666666667,0.226890756302521,0.211920529801325,0.297247706422018,0.421296296296296,0.269607843137255,0.30379746835443,0.36322869955157,0.290076335877863,0.264462809917355,0.259259259259259,0.294478527607362,0.241071428571429,0.174757281553398,0.252136752136752,0.3,0.245210727969349,0.248554913294798,0.244692737430168,0.248366013071895,0.270096463022508,0.200617283950617,0.234042553191489,0.238591916558018,0.452205882352941,0.25,0.2,0.163265306122449,0.253731343283582,0.29,0.216867469879518,0.321637426900585
dlite-v2-124m,0.20221843003413,0.291674965146385,0.252897436527603,0.2,0.214814814814815,0.157894736842105,0.15,0.226415094339623,0.222222222222222,0.21,0.34,0.26,0.265895953757225,0.215686274509804,0.17,0.259574468085106,0.271929824561404,0.241379310344828,0.253968253968254,0.222222222222222,0.21,0.296774193548387,0.29064039408867,0.17,0.175757575757576,0.338383838383838,0.295336787564767,0.348717948717949,0.240740740740741,0.348739495798319,0.28476821192053,0.315596330275229,0.449074074074074,0.308823529411765,0.244725738396624,0.242152466367713,0.251908396946565,0.231404958677686,0.185185185185185,0.239263803680982,0.294642857142857,0.223300970873786,0.247863247863248,0.25,0.243933588761175,0.19364161849711,0.245810055865922,0.245098039215686,0.202572347266881,0.228395061728395,0.276595744680851,0.2503259452412,0.441176470588235,0.266339869281046,0.2,0.253061224489796,0.238805970149254,0.33,0.228915662650602,0.204678362573099
111m,0.175767918088737,0.267476598287194,0.252755414661478,0.2,0.266666666666667,0.164473684210526,0.24,0.245283018867925,0.256944444444444,0.21,0.18,0.26,0.248554913294798,0.323529411764706,0.25,0.268085106382979,0.245614035087719,0.241379310344828,0.28042328042328,0.158730158730159,0.14,0.306451612903226,0.29064039408867,0.28,0.242424242424242,0.267676767676768,0.233160621761658,0.256410256410256,0.277777777777778,0.23109243697479,0.278145695364238,0.315596330275229,0.472222222222222,0.245098039215686,0.253164556962025,0.224215246636771,0.274809160305344,0.355371900826446,0.240740740740741,0.300613496932515,0.214285714285714,0.16504854368932,0.205128205128205,0.26,0.27330779054917,0.242774566473988,0.242458100558659,0.251633986928105,0.270096463022508,0.225308641975309,0.269503546099291,0.240547588005215,0.367647058823529,0.272875816993464,0.190909090909091,0.297959183673469,0.238805970149254,0.18,0.192771084337349,0.280701754385965
pythia-70m-deduped,0.183447098976109,0.267974507070305,0.252605070392022,0.24,0.355555555555556,0.184210526315789,0.23,0.233962264150943,0.229166666666667,0.24,0.28,0.22,0.202312138728324,0.225490196078431,0.27,0.28936170212766,0.254385964912281,0.206896551724138,0.253968253968254,0.206349206349206,0.17,0.325806451612903,0.280788177339901,0.22,0.242424242424242,0.222222222222222,0.352331606217617,0.284615384615385,0.251851851851852,0.23109243697479,0.205298013245033,0.240366972477064,0.458333333333333,0.259803921568627,0.282700421940928,0.255605381165919,0.290076335877863,0.198347107438017,0.203703703703704,0.251533742331288,0.178571428571429,0.184466019417476,0.200854700854701,0.34,0.237547892720307,0.265895953757225,0.267039106145251,0.264705882352941,0.196141479099678,0.234567901234568,0.25886524822695,0.239243807040417,0.415441176470588,0.248366013071895,0.218181818181818,0.228571428571429,0.248756218905473,0.32,0.192771084337349,0.309941520467836
MusePy-1-2,0.203924914675768,0.256721768571998,0.252227612945925,0.33,0.325925925925926,0.171052631578947,0.19,0.218867924528302,0.229166666666667,0.19,0.31,0.23,0.219653179190751,0.215686274509804,0.33,0.229787234042553,0.245614035087719,0.262068965517241,0.253968253968254,0.166666666666667,0.28,0.267741935483871,0.295566502463054,0.26,0.242424242424242,0.292929292929293,0.227979274611399,0.233333333333333,0.277777777777778,0.256302521008403,0.278145695364238,0.231192660550459,0.430555555555556,0.245098039215686,0.265822784810127,0.224215246636771,0.244274809160305,0.338842975206612,0.231481481481481,0.269938650306748,0.232142857142857,0.184466019417476,0.192307692307692,0.31,0.279693486590038,0.234104046242775,0.226815642458101,0.254901960784314,0.282958199356913,0.256172839506173,0.273049645390071,0.229465449804433,0.261029411764706,0.235294117647059,0.190909090909091,0.236734693877551,0.233830845771144,0.33,0.198795180722892,0.222222222222222
open-calm-7b,0.177474402730375,0.286397132045409,0.252208565100163,0.26,0.274074074074074,0.223684210526316,0.2,0.271698113207547,0.236111111111111,0.2,0.18,0.24,0.300578034682081,0.186274509803922,0.27,0.28936170212766,0.192982456140351,0.241379310344828,0.256613756613757,0.206349206349206,0.32,0.309677419354839,0.285714285714286,0.25,0.266666666666667,0.338383838383838,0.352331606217617,0.274358974358974,0.259259259259259,0.260504201680672,0.185430463576159,0.28256880733945,0.217592592592593,0.254901960784314,0.274261603375527,0.255605381165919,0.236641221374046,0.28099173553719,0.25,0.251533742331288,0.169642857142857,0.29126213592233,0.213675213675214,0.23,0.261813537675607,0.248554913294798,0.246927374301676,0.254901960784314,0.295819935691318,0.228395061728395,0.24113475177305,0.238591916558018,0.242647058823529,0.25,0.254545454545455,0.285714285714286,0.308457711442786,0.18,0.240963855421687,0.257309941520468
dolly-v2-7b,0.409556313993174,0.527384983071101,0.251839370229759,0.26,0.259259259259259,0.184210526315789,0.26,0.252830188679245,0.229166666666667,0.2,0.24,0.24,0.213872832369942,0.225490196078431,0.25,0.323404255319149,0.245614035087719,0.275862068965517,0.251322751322751,0.198412698412698,0.31,0.245161290322581,0.285714285714286,0.22,0.242424242424242,0.207070707070707,0.22279792746114,0.233333333333333,0.251851851851852,0.226890756302521,0.225165562913907,0.229357798165138,0.185185185185185,0.274509803921569,0.29957805907173,0.385650224215247,0.229007633587786,0.272727272727273,0.296296296296296,0.239263803680982,0.3125,0.262135922330097,0.256410256410256,0.26,0.295019157088123,0.245664739884393,0.241340782122905,0.23202614379085,0.273311897106109,0.265432098765432,0.273049645390071,0.235984354628422,0.191176470588235,0.264705882352941,0.336363636363636,0.171428571428571,0.248756218905473,0.21,0.313253012048193,0.274853801169591
xglm-564M,0.197952218430034,0.305516829316869,0.251796635700728,0.2,0.311111111111111,0.177631578947368,0.27,0.20377358490566,0.222222222222222,0.2,0.15,0.23,0.213872832369942,0.225490196078431,0.23,0.314893617021277,0.271929824561404,0.262068965517241,0.261904761904762,0.142857142857143,0.18,0.270967741935484,0.295566502463054,0.34,0.266666666666667,0.196969696969697,0.269430051813472,0.212820512820513,0.248148148148148,0.239495798319328,0.198675496688742,0.187155963302752,0.453703703703704,0.28921568627451,0.240506329113924,0.327354260089686,0.259541984732824,0.330578512396694,0.259259259259259,0.276073619631902,0.330357142857143,0.184466019417476,0.290598290598291,0.3,0.237547892720307,0.248554913294798,0.242458100558659,0.218954248366013,0.186495176848875,0.216049382716049,0.276595744680851,0.245762711864407,0.444852941176471,0.25,0.218181818181818,0.240816326530612,0.243781094527363,0.23,0.283132530120482,0.233918128654971
Cerebras-GPT-2.7B,0.26962457337884,0.385480979884485,0.251669158190046,0.23,0.266666666666667,0.190789473684211,0.22,0.215094339622642,0.270833333333333,0.2,0.37,0.25,0.23121387283237,0.176470588235294,0.26,0.25531914893617,0.263157894736842,0.241379310344828,0.201058201058201,0.222222222222222,0.18,0.245161290322581,0.270935960591133,0.39,0.23030303030303,0.222222222222222,0.217616580310881,0.238461538461538,0.27037037037037,0.23109243697479,0.278145695364238,0.23302752293578,0.287037037037037,0.269607843137255,0.257383966244726,0.242152466367713,0.236641221374046,0.239669421487603,0.185185185185185,0.319018404907975,0.339285714285714,0.213592233009709,0.256410256410256,0.22,0.266922094508301,0.265895953757225,0.271508379888268,0.271241830065359,0.266881028938907,0.231481481481481,0.265957446808511,0.264015645371578,0.253676470588235,0.263071895424837,0.172727272727273,0.318367346938776,0.253731343283582,0.29,0.283132530120482,0.269005847953216
gpt-neo-125m-neurallinguisticpioneers,0.195392491467577,0.285202150965943,0.251378659945911,0.22,0.303703703703704,0.177631578947368,0.23,0.226415094339623,0.215277777777778,0.23,0.28,0.3,0.202312138728324,0.215686274509804,0.21,0.293617021276596,0.245614035087719,0.248275862068966,0.232804232804233,0.166666666666667,0.18,0.254838709677419,0.270935960591133,0.3,0.260606060606061,0.328282828282828,0.300518134715026,0.258974358974359,0.251851851851852,0.210084033613445,0.205298013245033,0.220183486238532,0.421296296296296,0.269607843137255,0.206751054852321,0.237668161434978,0.259541984732824,0.28099173553719,0.231481481481481,0.306748466257669,0.223214285714286,0.155339805825243,0.252136752136752,0.3,0.255427841634738,0.242774566473988,0.244692737430168,0.264705882352941,0.186495176848875,0.240740740740741,0.230496453900709,0.242503259452412,0.411764705882353,0.26797385620915,0.245454545454545,0.387755102040816,0.223880597014925,0.23,0.259036144578313,0.210526315789474
Cerebras-GPT-2.7B-Alpaca-SP,0.273890784982935,0.385779725154352,0.25124813440878,0.23,0.274074074074074,0.236842105263158,0.23,0.222641509433962,0.263888888888889,0.18,0.35,0.27,0.23121387283237,0.235294117647059,0.23,0.259574468085106,0.201754385964912,0.227586206896552,0.203703703703704,0.182539682539683,0.18,0.235483870967742,0.261083743842365,0.29,0.23030303030303,0.212121212121212,0.259067357512953,0.205128205128205,0.27037037037037,0.235294117647059,0.258278145695364,0.26605504587156,0.319444444444444,0.279411764705882,0.265822784810127,0.228699551569507,0.229007633587786,0.289256198347107,0.203703703703704,0.288343558282209,0.330357142857143,0.252427184466019,0.273504273504274,0.24,0.260536398467433,0.263005780346821,0.252513966480447,0.277777777777778,0.286173633440515,0.234567901234568,0.269503546099291,0.240547588005215,0.286764705882353,0.25,0.190909090909091,0.302040816326531,0.253731343283582,0.28,0.295180722891566,0.245614035087719
dlite-v1-124m,0.216723549488055,0.292571200955985,0.25080050080939,0.25,0.266666666666667,0.184210526315789,0.23,0.20377358490566,0.284722222222222,0.21,0.35,0.23,0.254335260115607,0.225490196078431,0.22,0.221276595744681,0.210526315789474,0.213793103448276,0.232804232804233,0.182539682539683,0.18,0.22258064516129,0.285714285714286,0.32,0.218181818181818,0.297979797979798,0.310880829015544,0.28974358974359,0.248148148148148,0.222689075630252,0.251655629139073,0.310091743119266,0.342592592592593,0.240196078431373,0.282700421940928,0.15695067264574,0.244274809160305,0.305785123966942,0.203703703703704,0.282208588957055,0.258928571428571,0.213592233009709,0.277777777777778,0.2,0.26309067688378,0.239884393063584,0.242458100558659,0.258169934640523,0.286173633440515,0.256172839506173,0.25177304964539,0.239243807040417,0.378676470588235,0.256535947712418,0.263636363636364,0.23265306122449,0.243781094527363,0.25,0.192771084337349,0.304093567251462
metharme-1.3b,0.316552901023891,0.429794861581358,0.250682970651807,0.26,0.192592592592593,0.164473684210526,0.31,0.275471698113208,0.326388888888889,0.22,0.31,0.26,0.190751445086705,0.235294117647059,0.28,0.263829787234043,0.210526315789474,0.275862068965517,0.267195767195767,0.206349206349206,0.39,0.235483870967742,0.201970443349754,0.21,0.181818181818182,0.151515151515152,0.212435233160622,0.238461538461538,0.244444444444444,0.210084033613445,0.271523178807947,0.192660550458716,0.439814814814815,0.264705882352941,0.274261603375527,0.31390134529148,0.213740458015267,0.264462809917355,0.25,0.251533742331288,0.303571428571429,0.203883495145631,0.252136752136752,0.29,0.250319284802043,0.271676300578035,0.237988826815642,0.251633986928105,0.241157556270096,0.231481481481481,0.276595744680851,0.245762711864407,0.198529411764706,0.256535947712418,0.190909090909091,0.224489795918367,0.233830845771144,0.28,0.271084337349398,0.315789473684211
CodeGPT-small-py,0.197952218430034,0.263095000995818,0.250490902668605,0.23,0.325925925925926,0.236842105263158,0.27,0.218867924528302,0.222222222222222,0.27,0.25,0.26,0.254335260115607,0.235294117647059,0.22,0.212765957446809,0.236842105263158,0.275862068965517,0.240740740740741,0.19047619047619,0.16,0.306451612903226,0.231527093596059,0.21,0.23030303030303,0.257575757575758,0.248704663212435,0.217948717948718,0.274074074074074,0.256302521008403,0.344370860927152,0.247706422018349,0.449074074074074,0.225490196078431,0.244725738396624,0.260089686098655,0.244274809160305,0.198347107438017,0.25,0.233128834355828,0.241071428571429,0.223300970873786,0.200854700854701,0.33,0.279693486590038,0.190751445086705,0.267039106145251,0.284313725490196,0.237942122186495,0.231481481481481,0.223404255319149,0.245762711864407,0.330882352941176,0.251633986928105,0.281818181818182,0.281632653061225,0.228855721393035,0.31,0.186746987951807,0.210526315789474
dolly-v2-3b,0.35580204778157,0.489145588528182,0.250463280129848,0.29,0.259259259259259,0.197368421052632,0.2,0.267924528301887,0.256944444444444,0.21,0.18,0.22,0.208092485549133,0.196078431372549,0.29,0.297872340425532,0.280701754385965,0.303448275862069,0.264550264550265,0.182539682539683,0.3,0.27741935483871,0.246305418719212,0.22,0.236363636363636,0.217171717171717,0.212435233160622,0.225641025641026,0.251851851851852,0.222689075630252,0.251655629139073,0.255045871559633,0.240740740740741,0.259803921568627,0.282700421940928,0.322869955156951,0.221374045801527,0.264462809917355,0.277777777777778,0.263803680981595,0.294642857142857,0.310679611650485,0.264957264957265,0.22,0.264367816091954,0.274566473988439,0.23463687150838,0.241830065359477,0.273311897106109,0.265432098765432,0.25177304964539,0.255541069100391,0.180147058823529,0.259803921568627,0.309090909090909,0.171428571428571,0.233830845771144,0.21,0.307228915662651,0.298245614035088
DiscordPy,0.196245733788396,0.261900019916351,0.250371899830645,0.22,0.259259259259259,0.171052631578947,0.2,0.222641509433962,0.243055555555556,0.22,0.28,0.25,0.208092485549133,0.235294117647059,0.19,0.242553191489362,0.245614035087719,0.241379310344828,0.216931216931217,0.26984126984127,0.18,0.316129032258065,0.295566502463054,0.19,0.315151515151515,0.262626262626263,0.238341968911917,0.21025641025641,0.262962962962963,0.352941176470588,0.33112582781457,0.207339449541284,0.472222222222222,0.264705882352941,0.265822784810127,0.26457399103139,0.259541984732824,0.247933884297521,0.25,0.245398773006135,0.223214285714286,0.174757281553398,0.196581196581197,0.3,0.254150702426565,0.245664739884393,0.250279329608939,0.205882352941176,0.19935691318328,0.216049382716049,0.226950354609929,0.245762711864407,0.441176470588235,0.254901960784314,0.227272727272727,0.23265306122449,0.243781094527363,0.27,0.192771084337349,0.321637426900585
RedPajama-INCITE-Instruct-3B-v1,0.383105802047782,0.48317068313085,0.250322140248651,0.25,0.22962962962963,0.203947368421053,0.31,0.241509433962264,0.229166666666667,0.28,0.27,0.28,0.196531791907514,0.186274509803922,0.21,0.327659574468085,0.254385964912281,0.193103448275862,0.243386243386243,0.23015873015873,0.34,0.22258064516129,0.211822660098522,0.25,0.236363636363636,0.191919191919192,0.233160621761658,0.17948717948718,0.259259259259259,0.222689075630252,0.264900662251656,0.218348623853211,0.185185185185185,0.196078431372549,0.274261603375527,0.300448430493274,0.259541984732824,0.297520661157025,0.287037037037037,0.251533742331288,0.285714285714286,0.242718446601942,0.286324786324786,0.25,0.242656449553001,0.277456647398844,0.241340782122905,0.251633986928105,0.270096463022508,0.234567901234568,0.262411347517731,0.271838331160365,0.220588235294118,0.253267973856209,0.354545454545455,0.187755102040816,0.233830845771144,0.26,0.331325301204819,0.292397660818713
pythia-owt2-70m-100k,0.174914675767918,0.269169488149771,0.250225068060463,0.21,0.274074074074074,0.197368421052632,0.24,0.211320754716981,0.215277777777778,0.24,0.24,0.21,0.208092485549133,0.235294117647059,0.26,0.25531914893617,0.245614035087719,0.248275862068966,0.251322751322751,0.206349206349206,0.16,0.316129032258065,0.295566502463054,0.21,0.248484848484848,0.247474747474748,0.217616580310881,0.241025641025641,0.248148148148148,0.298319327731092,0.350993377483444,0.21651376146789,0.472222222222222,0.235294117647059,0.244725738396624,0.2152466367713,0.244274809160305,0.239669421487603,0.203703703703704,0.239263803680982,0.366071428571429,0.174757281553398,0.196581196581197,0.31,0.252873563218391,0.239884393063584,0.237988826815642,0.258169934640523,0.241157556270096,0.268518518518519,0.25886524822695,0.248370273794003,0.455882352941176,0.274509803921569,0.190909090909091,0.240816326530612,0.218905472636816,0.26,0.265060240963855,0.210526315789474
h2ogpt-gm-oasst1-en-2048-open-llama-7b-preview-300bt-v2,0.33703071672355,0.467934674367656,0.250146598277704,0.26,0.214814814814815,0.184210526315789,0.33,0.245283018867925,0.236111111111111,0.21,0.23,0.25,0.202312138728324,0.225490196078431,0.26,0.327659574468085,0.263157894736842,0.186206896551724,0.261904761904762,0.222222222222222,0.33,0.219354838709677,0.266009852216749,0.24,0.175757575757576,0.212121212121212,0.196891191709845,0.212820512820513,0.225925925925926,0.218487394957983,0.231788079470199,0.21651376146789,0.166666666666667,0.279411764705882,0.248945147679325,0.36322869955157,0.244274809160305,0.330578512396694,0.287037037037037,0.202453987730061,0.321428571428571,0.233009708737864,0.286324786324786,0.26,0.251596424010217,0.251445086705202,0.246927374301676,0.245098039215686,0.276527331189711,0.287037037037037,0.23758865248227,0.248370273794003,0.216911764705882,0.26797385620915,0.318181818181818,0.183673469387755,0.253731343283582,0.26,0.313253012048193,0.321637426900585
stablelm-7b-sft-v7-epoch-3,0.321672354948806,0.429496116311492,0.250061441337299,0.22,0.22962962962963,0.269736842105263,0.23,0.245283018867925,0.173611111111111,0.24,0.26,0.27,0.196531791907514,0.205882352941176,0.32,0.276595744680851,0.228070175438596,0.317241379310345,0.28042328042328,0.26984126984127,0.27,0.241935483870968,0.241379310344828,0.15,0.272727272727273,0.232323232323232,0.217616580310881,0.258974358974359,0.237037037037037,0.239495798319328,0.264900662251656,0.218348623853211,0.291666666666667,0.245098039215686,0.282700421940928,0.255605381165919,0.236641221374046,0.247933884297521,0.314814814814815,0.245398773006135,0.232142857142857,0.29126213592233,0.226495726495727,0.39,0.26309067688378,0.254335260115607,0.242458100558659,0.281045751633987,0.2508038585209,0.259259259259259,0.212765957446809,0.245110821382008,0.220588235294118,0.243464052287582,0.281818181818182,0.183673469387755,0.194029850746269,0.25,0.253012048192771,0.280701754385965
stablelm-7b-sft-v7-epoch-3,0.321672354948806,0.429496116311492,0.250061441337299,0.22,0.22962962962963,0.269736842105263,0.23,0.245283018867925,0.173611111111111,0.24,0.26,0.27,0.196531791907514,0.205882352941176,0.32,0.276595744680851,0.228070175438596,0.317241379310345,0.28042328042328,0.26984126984127,0.27,0.241935483870968,0.241379310344828,0.15,0.272727272727273,0.232323232323232,0.217616580310881,0.258974358974359,0.237037037037037,0.239495798319328,0.264900662251656,0.218348623853211,0.291666666666667,0.245098039215686,0.282700421940928,0.255605381165919,0.236641221374046,0.247933884297521,0.314814814814815,0.245398773006135,0.232142857142857,0.29126213592233,0.226495726495727,0.39,0.26309067688378,0.254335260115607,0.242458100558659,0.281045751633987,0.2508038585209,0.259259259259259,0.212765957446809,0.245110821382008,0.220588235294118,0.243464052287582,0.281818181818182,0.183673469387755,0.194029850746269,0.25,0.253012048192771,0.280701754385965
gpt-neox-20b,0.426621160409556,0.541625174268074,0.250025952952357,0.22,0.237037037037037,0.230263157894737,0.33,0.222641509433962,0.25,0.22,0.32,0.22,0.219653179190751,0.225490196078431,0.22,0.361702127659575,0.263157894736842,0.206896551724138,0.259259259259259,0.23015873015873,0.3,0.206451612903226,0.147783251231527,0.27,0.212121212121212,0.186868686868687,0.227979274611399,0.2,0.22962962962963,0.218487394957983,0.245033112582781,0.214678899082569,0.175925925925926,0.294117647058824,0.265822784810127,0.349775784753363,0.251908396946565,0.272727272727273,0.277777777777778,0.239263803680982,0.25,0.242718446601942,0.286324786324786,0.31,0.265644955300128,0.263005780346821,0.244692737430168,0.274509803921569,0.276527331189711,0.259259259259259,0.25886524822695,0.238591916558018,0.191176470588235,0.259803921568627,0.254545454545455,0.204081632653061,0.288557213930348,0.22,0.307228915662651,0.333333333333333
LaMini-GPT-124M,0.198805460750853,0.29008165704043,0.249944669659874,0.25,0.333333333333333,0.203947368421053,0.17,0.226415094339623,0.222222222222222,0.19,0.25,0.26,0.184971098265896,0.235294117647059,0.17,0.268085106382979,0.236842105263158,0.172413793103448,0.259259259259259,0.158730158730159,0.24,0.325806451612903,0.29064039408867,0.25,0.254545454545455,0.333333333333333,0.316062176165803,0.264102564102564,0.259259259259259,0.210084033613445,0.258278145695364,0.277064220183486,0.421296296296296,0.230392156862745,0.244725738396624,0.37219730941704,0.229007633587786,0.256198347107438,0.222222222222222,0.282208588957055,0.214285714285714,0.213592233009709,0.192307692307692,0.27,0.264367816091954,0.23121387283237,0.242458100558659,0.264705882352941,0.286173633440515,0.268518518518519,0.25531914893617,0.249022164276402,0.433823529411765,0.256535947712418,0.218181818181818,0.16734693877551,0.238805970149254,0.26,0.180722891566265,0.210526315789474
TinyStories-3M,0.1919795221843,0.257518422624975,0.249900435001774,0.25,0.355555555555556,0.210526315789474,0.23,0.264150943396226,0.256944444444444,0.16,0.26,0.25,0.23121387283237,0.274509803921569,0.26,0.314893617021277,0.254385964912281,0.324137931034483,0.259259259259259,0.214285714285714,0.31,0.264516129032258,0.25615763546798,0.33,0.218181818181818,0.212121212121212,0.196891191709845,0.220512820512821,0.240740740740741,0.226890756302521,0.211920529801325,0.218348623853211,0.152777777777778,0.274509803921569,0.240506329113924,0.318385650224215,0.251908396946565,0.239669421487603,0.212962962962963,0.239263803680982,0.321428571428571,0.281553398058252,0.277777777777778,0.27,0.278416347381865,0.225433526011561,0.232402234636872,0.212418300653595,0.257234726688103,0.246913580246914,0.297872340425532,0.236636245110821,0.202205882352941,0.253267973856209,0.336363636363636,0.187755102040816,0.218905472636816,0.22,0.271084337349398,0.210526315789474
gpt_bigcode-santacoder,0.177474402730375,0.282911770563633,0.249651917600274,0.27,0.22962962962963,0.210526315789474,0.26,0.264150943396226,0.229166666666667,0.34,0.24,0.28,0.208092485549133,0.186274509803922,0.25,0.319148936170213,0.236842105263158,0.23448275862069,0.267195767195767,0.246031746031746,0.18,0.241935483870968,0.261083743842365,0.23,0.260606060606061,0.176767676767677,0.227979274611399,0.264102564102564,0.222222222222222,0.214285714285714,0.264900662251656,0.207339449541284,0.282407407407407,0.264705882352941,0.257383966244726,0.318385650224215,0.297709923664122,0.239669421487603,0.194444444444444,0.208588957055215,0.285714285714286,0.29126213592233,0.239316239316239,0.27,0.242656449553001,0.216763005780347,0.242458100558659,0.209150326797386,0.231511254019293,0.228395061728395,0.216312056737589,0.23728813559322,0.3125,0.274509803921569,0.318181818181818,0.2,0.238805970149254,0.29,0.295180722891566,0.304093567251462
pythia-160m,0.190273037542662,0.287492531368253,0.249505933935027,0.22,0.251851851851852,0.177631578947368,0.31,0.20377358490566,0.243055555555556,0.2,0.3,0.26,0.236994219653179,0.215686274509804,0.18,0.268085106382979,0.245614035087719,0.248275862068966,0.251322751322751,0.198412698412698,0.18,0.312903225806452,0.270935960591133,0.2,0.248484848484848,0.232323232323232,0.243523316062176,0.246153846153846,0.251851851851852,0.273109243697479,0.271523178807947,0.223853211009174,0.476851851851852,0.259803921568627,0.29535864978903,0.309417040358744,0.236641221374046,0.223140495867769,0.277777777777778,0.208588957055215,0.1875,0.194174757281553,0.183760683760684,0.32,0.252873563218391,0.263005780346821,0.277094972067039,0.235294117647059,0.189710610932476,0.259259259259259,0.280141843971631,0.23728813559322,0.448529411764706,0.251633986928105,0.254545454545455,0.244897959183673,0.243781094527363,0.26,0.180722891566265,0.204678362573099
dlite-v2-1_5b,0.298634812286689,0.421529575781717,0.249305973490703,0.24,0.237037037037037,0.177631578947368,0.28,0.275471698113208,0.284722222222222,0.24,0.2,0.3,0.346820809248555,0.205882352941176,0.3,0.31063829787234,0.184210526315789,0.2,0.227513227513228,0.333333333333333,0.3,0.229032258064516,0.211822660098522,0.2,0.242424242424242,0.207070707070707,0.212435233160622,0.261538461538462,0.244444444444444,0.197478991596639,0.205298013245033,0.288073394495413,0.263888888888889,0.245098039215686,0.253164556962025,0.228699551569507,0.206106870229008,0.206611570247934,0.277777777777778,0.245398773006135,0.267857142857143,0.310679611650485,0.299145299145299,0.24,0.265644955300128,0.234104046242775,0.242458100558659,0.209150326797386,0.189710610932476,0.246913580246914,0.24468085106383,0.242503259452412,0.242647058823529,0.248366013071895,0.363636363636364,0.171428571428571,0.238805970149254,0.2,0.36144578313253,0.321637426900585
h2ogpt-oig-oasst1-512-6_9b,0.372866894197952,0.483967337183828,0.249020966252094,0.21,0.355555555555556,0.217105263157895,0.2,0.271698113207547,0.236111111111111,0.17,0.3,0.22,0.167630057803468,0.196078431372549,0.21,0.306382978723404,0.245614035087719,0.282758620689655,0.240740740740741,0.214285714285714,0.19,0.258064516129032,0.197044334975369,0.28,0.23030303030303,0.217171717171717,0.233160621761658,0.207692307692308,0.251851851851852,0.247899159663866,0.291390728476821,0.21651376146789,0.356481481481481,0.318627450980392,0.232067510548523,0.282511210762332,0.175572519083969,0.330578512396694,0.277777777777778,0.269938650306748,0.276785714285714,0.271844660194175,0.222222222222222,0.22,0.27330779054917,0.26878612716763,0.263687150837989,0.261437908496732,0.247588424437299,0.234567901234568,0.24822695035461,0.239895697522816,0.227941176470588,0.25,0.354545454545455,0.236734693877551,0.238805970149254,0.21,0.240963855421687,0.298245614035088
OPT-13B-Nerybus-Mix,0.366040955631399,0.522704640509859,0.249006873831894,0.25,0.244444444444444,0.184210526315789,0.17,0.237735849056604,0.229166666666667,0.22,0.23,0.27,0.190751445086705,0.186274509803922,0.25,0.259574468085106,0.210526315789474,0.317241379310345,0.283068783068783,0.253968253968254,0.33,0.254838709677419,0.261083743842365,0.27,0.260606060606061,0.232323232323232,0.207253886010363,0.241025641025641,0.222222222222222,0.218487394957983,0.225165562913907,0.23302752293578,0.208333333333333,0.259803921568627,0.265822784810127,0.255605381165919,0.236641221374046,0.231404958677686,0.25,0.282208588957055,0.25,0.252427184466019,0.269230769230769,0.32,0.291187739463602,0.271676300578035,0.242458100558659,0.251633986928105,0.270096463022508,0.268518518518519,0.25531914893617,0.249022164276402,0.213235294117647,0.248366013071895,0.3,0.175510204081633,0.253731343283582,0.25,0.283132530120482,0.345029239766082
rugpt3large_based_on_gpt2,0.197098976109215,0.295160326628162,0.24897381107946,0.27,0.251851851851852,0.171052631578947,0.21,0.226415094339623,0.215277777777778,0.24,0.15,0.25,0.225433526011561,0.225490196078431,0.18,0.323404255319149,0.236842105263158,0.23448275862069,0.256613756613757,0.150793650793651,0.29,0.293548387096774,0.310344827586207,0.21,0.212121212121212,0.217171717171717,0.274611398963731,0.215384615384615,0.288888888888889,0.23109243697479,0.198675496688742,0.269724770642202,0.472222222222222,0.230392156862745,0.257383966244726,0.376681614349776,0.229007633587786,0.247933884297521,0.194444444444444,0.251533742331288,0.241071428571429,0.203883495145631,0.192307692307692,0.3,0.236270753512133,0.222543352601156,0.242458100558659,0.228758169934641,0.247588424437299,0.277777777777778,0.25531914893617,0.239895697522816,0.452205882352941,0.254901960784314,0.263636363636364,0.289795918367347,0.238805970149254,0.27,0.234939759036145,0.210526315789474
opt-13b,0.364334470989761,0.52549292969528,0.248956622432381,0.25,0.251851851851852,0.190789473684211,0.13,0.241509433962264,0.270833333333333,0.17,0.23,0.28,0.179190751445087,0.186274509803922,0.23,0.25531914893617,0.219298245614035,0.275862068965517,0.261904761904762,0.26984126984127,0.3,0.27741935483871,0.236453201970443,0.28,0.272727272727273,0.227272727272727,0.238341968911917,0.230769230769231,0.266666666666667,0.226890756302521,0.271523178807947,0.222018348623853,0.240740740740741,0.299019607843137,0.270042194092827,0.269058295964126,0.229007633587786,0.231404958677686,0.240740740740741,0.233128834355828,0.366071428571429,0.233009708737864,0.239316239316239,0.27,0.303959131545338,0.251445086705202,0.242458100558659,0.248366013071895,0.263665594855305,0.259259259259259,0.262411347517731,0.242503259452412,0.213235294117647,0.258169934640523,0.281818181818182,0.204081632653061,0.233830845771144,0.28,0.271084337349398,0.309941520467836
GPT-J-6B-Skein,0.385665529010239,0.507767377016531,0.248761840938384,0.26,0.237037037037037,0.210526315789474,0.27,0.271698113207547,0.229166666666667,0.22,0.15,0.24,0.190751445086705,0.196078431372549,0.23,0.319148936170213,0.245614035087719,0.213793103448276,0.253968253968254,0.198412698412698,0.28,0.258064516129032,0.275862068965517,0.24,0.260606060606061,0.212121212121212,0.212435233160622,0.225641025641026,0.259259259259259,0.243697478991597,0.211920529801325,0.234862385321101,0.162037037037037,0.259803921568627,0.274261603375527,0.36322869955157,0.229007633587786,0.272727272727273,0.314814814814815,0.233128834355828,0.294642857142857,0.223300970873786,0.260683760683761,0.26,0.303959131545338,0.242774566473988,0.242458100558659,0.26797385620915,0.276527331189711,0.265432098765432,0.25531914893617,0.259452411994785,0.202205882352941,0.258169934640523,0.345454545454545,0.228571428571429,0.243781094527363,0.23,0.319277108433735,0.239766081871345
pythia-160m-deduped,0.205631399317406,0.286496713802031,0.248605749975484,0.25,0.222222222222222,0.177631578947368,0.17,0.207547169811321,0.229166666666667,0.2,0.28,0.25,0.208092485549133,0.254901960784314,0.28,0.234042553191489,0.219298245614035,0.282758620689655,0.253968253968254,0.206349206349206,0.16,0.254838709677419,0.310344827586207,0.24,0.212121212121212,0.247474747474748,0.259067357512953,0.215384615384615,0.255555555555556,0.226890756302521,0.324503311258278,0.242201834862385,0.472222222222222,0.200980392156863,0.278481012658228,0.367713004484305,0.267175572519084,0.305785123966942,0.212962962962963,0.294478527607362,0.178571428571429,0.155339805825243,0.175213675213675,0.32,0.241379310344828,0.245664739884393,0.242458100558659,0.248366013071895,0.205787781350482,0.240740740740741,0.234042553191489,0.23728813559322,0.4375,0.253267973856209,0.2,0.306122448979592,0.238805970149254,0.29,0.246987951807229,0.198830409356725
FinOPT-Washington,0.205631399317406,0.26000796654053,0.248281365691823,0.3,0.22962962962963,0.164473684210526,0.22,0.275471698113208,0.236111111111111,0.2,0.15,0.22,0.300578034682081,0.205882352941176,0.18,0.229787234042553,0.289473684210526,0.248275862068966,0.206349206349206,0.365079365079365,0.25,0.17741935483871,0.177339901477833,0.17,0.296969696969697,0.348484848484849,0.300518134715026,0.356410256410256,0.214814814814815,0.348739495798319,0.258278145695364,0.244036697247706,0.287037037037037,0.264705882352941,0.265822784810127,0.125560538116592,0.251908396946565,0.239669421487603,0.268518518518519,0.245398773006135,0.3125,0.349514563106796,0.260683760683761,0.27,0.196679438058748,0.248554913294798,0.256983240223464,0.225490196078431,0.189710610932476,0.216049382716049,0.226950354609929,0.2503259452412,0.261029411764706,0.251633986928105,0.209090909090909,0.183673469387755,0.243781094527363,0.27,0.289156626506024,0.327485380116959
gpt-neo-1.3B,0.271331058020478,0.383987253535152,0.24821655499137,0.28,0.148148148148148,0.177631578947368,0.3,0.271698113207547,0.256944444444444,0.21,0.32,0.28,0.208092485549133,0.215686274509804,0.28,0.285106382978723,0.228070175438596,0.282758620689655,0.253968253968254,0.253968253968254,0.19,0.2,0.197044334975369,0.27,0.218181818181818,0.186868686868687,0.207253886010363,0.312820512820513,0.251851851851852,0.23109243697479,0.264900662251656,0.198165137614679,0.407407407407407,0.230392156862745,0.282700421940928,0.309417040358744,0.259541984732824,0.289256198347107,0.25,0.239263803680982,0.294642857142857,0.174757281553398,0.294871794871795,0.31,0.222222222222222,0.248554913294798,0.240223463687151,0.228758169934641,0.186495176848875,0.231481481481481,0.23758865248227,0.249674054758801,0.165441176470588,0.248366013071895,0.218181818181818,0.216326530612245,0.243781094527363,0.29,0.27710843373494,0.321637426900585
Quokka_2.7b,0.281569965870307,0.381198964349731,0.248026587953999,0.19,0.22962962962963,0.223684210526316,0.24,0.215094339622642,0.263888888888889,0.18,0.38,0.25,0.202312138728324,0.156862745098039,0.3,0.276595744680851,0.245614035087719,0.227586206896552,0.208994708994709,0.246031746031746,0.17,0.209677419354839,0.216748768472906,0.34,0.224242424242424,0.171717171717172,0.207253886010363,0.205128205128205,0.266666666666667,0.205882352941176,0.264900662251656,0.225688073394495,0.365740740740741,0.274509803921569,0.248945147679325,0.327354260089686,0.259541984732824,0.239669421487603,0.259259259259259,0.300613496932515,0.303571428571429,0.194174757281553,0.217948717948718,0.26,0.24904214559387,0.228323699421965,0.262569832402235,0.218954248366013,0.234726688102894,0.212962962962963,0.25531914893617,0.252281616688396,0.363970588235294,0.25,0.163636363636364,0.330612244897959,0.223880597014925,0.32,0.289156626506024,0.286549707602339
OPT-30B-Erebus,0.329351535836178,0.48585939055965,0.247966077860489,0.31,0.318518518518519,0.177631578947368,0.28,0.230188679245283,0.222222222222222,0.19,0.15,0.24,0.260115606936416,0.205882352941176,0.28,0.285106382978723,0.271929824561404,0.255172413793103,0.251322751322751,0.30952380952381,0.18,0.293548387096774,0.206896551724138,0.22,0.23030303030303,0.227272727272727,0.264248704663212,0.21025641025641,0.240740740740741,0.226890756302521,0.245033112582781,0.225688073394495,0.319444444444444,0.240196078431373,0.29535864978903,0.31390134529148,0.274809160305344,0.198347107438017,0.305555555555556,0.184049079754601,0.321428571428571,0.184466019417476,0.217948717948718,0.3,0.275862068965517,0.23121387283237,0.239106145251397,0.277777777777778,0.186495176848875,0.259259259259259,0.223404255319149,0.242503259452412,0.1875,0.25,0.3,0.248979591836735,0.243781094527363,0.24,0.295180722891566,0.269005847953216
PT_GPTNEO350_ATG,0.212457337883959,0.321250746863175,0.247908019525178,0.23,0.251851851851852,0.177631578947368,0.22,0.2,0.229166666666667,0.25,0.33,0.24,0.23121387283237,0.176470588235294,0.24,0.268085106382979,0.245614035087719,0.220689655172414,0.248677248677249,0.150793650793651,0.21,0.274193548387097,0.295566502463054,0.33,0.242424242424242,0.232323232323232,0.22279792746114,0.212820512820513,0.262962962962963,0.210084033613445,0.271523178807947,0.207339449541284,0.439814814814815,0.259803921568627,0.274261603375527,0.304932735426009,0.190839694656489,0.231404958677686,0.240740740740741,0.312883435582822,0.348214285714286,0.174757281553398,0.213675213675214,0.29,0.247765006385696,0.280346820809249,0.241340782122905,0.212418300653595,0.263665594855305,0.216049382716049,0.290780141843972,0.238591916558018,0.338235294117647,0.271241830065359,0.154545454545455,0.236734693877551,0.218905472636816,0.27,0.240963855421687,0.245614035087719
Pythia-70M-ChatSalad,0.177474402730375,0.266082453694483,0.247848381680278,0.2,0.333333333333333,0.210526315789474,0.21,0.211320754716981,0.159722222222222,0.26,0.27,0.25,0.254335260115607,0.274509803921569,0.3,0.263829787234043,0.245614035087719,0.23448275862069,0.259259259259259,0.198412698412698,0.18,0.316129032258065,0.300492610837438,0.3,0.248484848484848,0.277777777777778,0.243523316062176,0.207692307692308,0.259259259259259,0.218487394957983,0.337748344370861,0.214678899082569,0.296296296296296,0.274509803921569,0.253164556962025,0.26457399103139,0.198473282442748,0.363636363636364,0.231481481481481,0.319018404907975,0.285714285714286,0.174757281553398,0.192307692307692,0.31,0.26309067688378,0.248554913294798,0.229050279329609,0.241830065359477,0.276527331189711,0.268518518518519,0.230496453900709,0.245110821382008,0.1875,0.25,0.190909090909091,0.244897959183673,0.248756218905473,0.23,0.204819277108434,0.16374269005848
PULI-GPTrio,0.286689419795222,0.407886875124477,0.247263999765296,0.22,0.251851851851852,0.177631578947368,0.23,0.230188679245283,0.243055555555556,0.23,0.25,0.25,0.196531791907514,0.205882352941176,0.28,0.225531914893617,0.254385964912281,0.241379310344828,0.272486772486773,0.253968253968254,0.18,0.187096774193548,0.182266009852217,0.25,0.278787878787879,0.202020202020202,0.227979274611399,0.246153846153846,0.214814814814815,0.214285714285714,0.225165562913907,0.222018348623853,0.333333333333333,0.245098039215686,0.30379746835443,0.318385650224215,0.244274809160305,0.264462809917355,0.268518518518519,0.312883435582822,0.258928571428571,0.203883495145631,0.260683760683761,0.26,0.266922094508301,0.234104046242775,0.24804469273743,0.235294117647059,0.308681672025724,0.25,0.216312056737589,0.259452411994785,0.246323529411765,0.292483660130719,0.281818181818182,0.216326530612245,0.189054726368159,0.25,0.307228915662651,0.374269005847953
KoAlpaca-Polyglot-5.8B,0.22098976109215,0.312985461063533,0.247178803406715,0.21,0.325925925925926,0.177631578947368,0.13,0.226415094339623,0.229166666666667,0.2,0.26,0.28,0.242774566473988,0.245098039215686,0.28,0.280851063829787,0.236842105263158,0.23448275862069,0.261904761904762,0.166666666666667,0.35,0.290322580645161,0.270935960591133,0.3,0.218181818181818,0.212121212121212,0.316062176165803,0.228205128205128,0.251851851851852,0.243697478991597,0.264900662251656,0.271559633027523,0.25462962962963,0.299019607843137,0.253164556962025,0.219730941704036,0.229007633587786,0.206611570247934,0.185185185185185,0.257668711656442,0.232142857142857,0.349514563106796,0.282051282051282,0.26,0.250319284802043,0.216763005780347,0.245810055865922,0.290849673202614,0.2508038585209,0.234567901234568,0.226950354609929,0.254237288135593,0.1875,0.238562091503268,0.172727272727273,0.4,0.228855721393035,0.26,0.174698795180723,0.222222222222222
h2ogpt-gm-oasst1-en-2048-open-llama-7b-preview-300bt,0.298634812286689,0.398426608245369,0.246570729929195,0.22,0.140740740740741,0.171052631578947,0.25,0.218867924528302,0.263888888888889,0.24,0.29,0.2,0.236994219653179,0.235294117647059,0.24,0.272340425531915,0.245614035087719,0.248275862068966,0.256613756613757,0.182539682539683,0.18,0.312903225806452,0.295566502463054,0.23,0.218181818181818,0.217171717171717,0.202072538860104,0.228205128205128,0.274074074074074,0.218487394957983,0.231788079470199,0.223853211009174,0.393518518518519,0.254901960784314,0.261603375527426,0.349775784753363,0.236641221374046,0.28099173553719,0.259259259259259,0.300613496932515,0.232142857142857,0.155339805825243,0.230769230769231,0.29,0.252873563218391,0.242774566473988,0.246927374301676,0.23202614379085,0.218649517684887,0.228395061728395,0.223404255319149,0.24380704041721,0.426470588235294,0.248366013071895,0.245454545454545,0.212244897959184,0.248756218905473,0.36,0.253012048192771,0.181286549707602
pythia-6.7b,0.368600682593857,0.480282812188807,0.246366018455808,0.27,0.185185185185185,0.236842105263158,0.34,0.215094339622642,0.270833333333333,0.2,0.16,0.21,0.294797687861272,0.225490196078431,0.27,0.336170212765957,0.263157894736842,0.206896551724138,0.277777777777778,0.206349206349206,0.31,0.212903225806452,0.197044334975369,0.2,0.218181818181818,0.176767676767677,0.202072538860104,0.21025641025641,0.244444444444444,0.252100840336134,0.23841059602649,0.24954128440367,0.226851851851852,0.254901960784314,0.270042194092827,0.278026905829596,0.267175572519084,0.239669421487603,0.287037037037037,0.257668711656442,0.276785714285714,0.252427184466019,0.243589743589744,0.21,0.217113665389527,0.251445086705202,0.242458100558659,0.274509803921569,0.221864951768489,0.265432098765432,0.23758865248227,0.265971316818774,0.194852941176471,0.279411764705882,0.290909090909091,0.204081632653061,0.27363184079602,0.28,0.289156626506024,0.309941520467836
OPT-6.7B-Erebus,0.347269624573379,0.506771559450309,0.245755025384847,0.25,0.348148148148148,0.144736842105263,0.16,0.20377358490566,0.229166666666667,0.24,0.32,0.27,0.23121387283237,0.205882352941176,0.24,0.268085106382979,0.228070175438596,0.275862068965517,0.214285714285714,0.166666666666667,0.3,0.22258064516129,0.246305418719212,0.23,0.236363636363636,0.196969696969697,0.243523316062176,0.225641025641026,0.262962962962963,0.180672268907563,0.185430463576159,0.258715596330275,0.203703703703704,0.240196078431373,0.261603375527426,0.345291479820628,0.213740458015267,0.231404958677686,0.259259259259259,0.251533742331288,0.294642857142857,0.233009708737864,0.303418803418803,0.3,0.277139208173691,0.234104046242775,0.242458100558659,0.228758169934641,0.247588424437299,0.283950617283951,0.280141843971631,0.241199478487614,0.272058823529412,0.253267973856209,0.336363636363636,0.195918367346939,0.228855721393035,0.21,0.325301204819277,0.228070175438596
TinyStories-1M,0.1919795221843,0.257618004381597,0.245713980287724,0.3,0.259259259259259,0.177631578947368,0.28,0.252830188679245,0.222222222222222,0.15,0.26,0.23,0.248554913294798,0.196078431372549,0.31,0.336170212765957,0.201754385964912,0.310344827586207,0.243386243386243,0.246031746031746,0.32,0.241935483870968,0.280788177339901,0.26,0.242424242424242,0.212121212121212,0.181347150259067,0.184615384615385,0.237037037037037,0.23109243697479,0.145695364238411,0.220183486238532,0.152777777777778,0.254901960784314,0.270042194092827,0.336322869955157,0.221374045801527,0.363636363636364,0.277777777777778,0.226993865030675,0.3125,0.174757281553398,0.269230769230769,0.26,0.280970625798212,0.26878612716763,0.232402234636872,0.222222222222222,0.215434083601286,0.265432098765432,0.234042553191489,0.245762711864407,0.161764705882353,0.261437908496732,0.318181818181818,0.195918367346939,0.228855721393035,0.22,0.301204819277108,0.251461988304094
opt-6.7b,0.347269624573379,0.506771559450309,0.245674065990494,0.25,0.348148148148148,0.144736842105263,0.16,0.20377358490566,0.229166666666667,0.24,0.32,0.27,0.23121387283237,0.205882352941176,0.24,0.268085106382979,0.228070175438596,0.275862068965517,0.214285714285714,0.166666666666667,0.3,0.22258064516129,0.246305418719212,0.23,0.236363636363636,0.196969696969697,0.243523316062176,0.223076923076923,0.262962962962963,0.184873949579832,0.185430463576159,0.258715596330275,0.203703703703704,0.240196078431373,0.261603375527426,0.345291479820628,0.213740458015267,0.231404958677686,0.259259259259259,0.251533742331288,0.294642857142857,0.233009708737864,0.303418803418803,0.3,0.275862068965517,0.234104046242775,0.242458100558659,0.228758169934641,0.247588424437299,0.283950617283951,0.280141843971631,0.241199478487614,0.272058823529412,0.253267973856209,0.336363636363636,0.195918367346939,0.223880597014925,0.21,0.325301204819277,0.228070175438596
lotus-12B,0.265358361774744,0.405496912965545,0.245487913533881,0.25,0.259259259259259,0.197368421052632,0.28,0.271698113207547,0.222222222222222,0.23,0.17,0.2,0.219653179190751,0.245098039215686,0.17,0.302127659574468,0.289473684210526,0.23448275862069,0.248677248677249,0.182539682539683,0.18,0.258064516129032,0.29064039408867,0.22,0.266666666666667,0.242424242424242,0.217616580310881,0.225641025641026,0.237037037037037,0.189075630252101,0.19205298013245,0.244036697247706,0.296296296296296,0.264705882352941,0.270042194092827,0.345291479820628,0.236641221374046,0.264462809917355,0.25,0.269938650306748,0.267857142857143,0.330097087378641,0.226495726495727,0.35,0.28735632183908,0.225433526011561,0.242458100558659,0.235294117647059,0.254019292604502,0.280864197530864,0.276595744680851,0.238591916558018,0.205882352941176,0.261437908496732,0.254545454545455,0.175510204081633,0.233830845771144,0.22,0.271084337349398,0.222222222222222
pythia-160m-deduped-step92k-193bt,0.20221843003413,0.296554471220872,0.245434219909994,0.2,0.259259259259259,0.184210526315789,0.22,0.267924528301887,0.222222222222222,0.21,0.14,0.25,0.196531791907514,0.274509803921569,0.2,0.268085106382979,0.280701754385965,0.241379310344828,0.235449735449735,0.198412698412698,0.17,0.264516129032258,0.206896551724138,0.18,0.236363636363636,0.247474747474748,0.264248704663212,0.215384615384615,0.288888888888889,0.23109243697479,0.211920529801325,0.244036697247706,0.412037037037037,0.269607843137255,0.274261603375527,0.349775784753363,0.267175572519084,0.247933884297521,0.212962962962963,0.269938650306748,0.348214285714286,0.174757281553398,0.196581196581197,0.31,0.246487867177522,0.245664739884393,0.240223463687151,0.235294117647059,0.180064308681672,0.253086419753086,0.25177304964539,0.223598435462842,0.444852941176471,0.258169934640523,0.236363636363636,0.2,0.243781094527363,0.3,0.27710843373494,0.210526315789474
wangchanglm-7.5B-sft-enth,0.313993174061433,0.440748854809799,0.245197629180994,0.24,0.185185185185185,0.177631578947368,0.3,0.215094339622642,0.256944444444444,0.23,0.35,0.22,0.208092485549133,0.235294117647059,0.28,0.280851063829787,0.245614035087719,0.2,0.214285714285714,0.293650793650794,0.18,0.287096774193548,0.192118226600985,0.27,0.242424242424242,0.176767676767677,0.33160621761658,0.356410256410256,0.222222222222222,0.218487394957983,0.198675496688742,0.196330275229358,0.212962962962963,0.21078431372549,0.308016877637131,0.31390134529148,0.259541984732824,0.239669421487603,0.277777777777778,0.226993865030675,0.214285714285714,0.174757281553398,0.290598290598291,0.3,0.218390804597701,0.248554913294798,0.243575418994413,0.225490196078431,0.183279742765273,0.209876543209877,0.230496453900709,0.240547588005215,0.448529411764706,0.264705882352941,0.218181818181818,0.171428571428571,0.243781094527363,0.22,0.27710843373494,0.298245614035088
megatron-GPT-2-345m-EvolInstruct,0.210750853242321,0.314379605656244,0.244825195059736,0.22,0.214814814814815,0.177631578947368,0.21,0.264150943396226,0.236111111111111,0.14,0.23,0.26,0.173410404624277,0.117647058823529,0.24,0.28936170212766,0.201754385964912,0.248275862068966,0.23015873015873,0.253968253968254,0.23,0.261290322580645,0.275862068965517,0.24,0.272727272727273,0.212121212121212,0.316062176165803,0.271794871794872,0.266666666666667,0.256302521008403,0.218543046357616,0.214678899082569,0.416666666666667,0.215686274509804,0.219409282700422,0.278026905829596,0.259541984732824,0.239669421487603,0.296296296296296,0.257668711656442,0.285714285714286,0.16504854368932,0.282051282051282,0.24,0.286079182630907,0.234104046242775,0.242458100558659,0.205882352941176,0.244372990353698,0.212962962962963,0.223404255319149,0.251629726205997,0.338235294117647,0.251633986928105,0.290909090909091,0.236734693877551,0.263681592039801,0.21,0.283132530120482,0.280701754385965
OPT-6.7B-Nerybus-Mix,0.342150170648464,0.507369049990042,0.244713954673164,0.25,0.340740740740741,0.157894736842105,0.17,0.215094339622642,0.222222222222222,0.21,0.31,0.23,0.236994219653179,0.196078431372549,0.24,0.251063829787234,0.245614035087719,0.268965517241379,0.238095238095238,0.19047619047619,0.3,0.235483870967742,0.270935960591133,0.23,0.242424242424242,0.212121212121212,0.233160621761658,0.228205128205128,0.266666666666667,0.19327731092437,0.19205298013245,0.275229357798165,0.194444444444444,0.25,0.257383966244726,0.331838565022422,0.229007633587786,0.231404958677686,0.259259259259259,0.208588957055215,0.294642857142857,0.223300970873786,0.299145299145299,0.28,0.279693486590038,0.245664739884393,0.242458100558659,0.218954248366013,0.244372990353698,0.287037037037037,0.273049645390071,0.24380704041721,0.264705882352941,0.258169934640523,0.3,0.195918367346939,0.233830845771144,0.19,0.325301204819277,0.233918128654971
gpt-j-tiny-random,0.23037542662116,0.25592511451902,0.244620188244973,0.26,0.251851851851852,0.184210526315789,0.26,0.267924528301887,0.222222222222222,0.21,0.15,0.23,0.208092485549133,0.196078431372549,0.24,0.323404255319149,0.280701754385965,0.220689655172414,0.256613756613757,0.198412698412698,0.31,0.254838709677419,0.270935960591133,0.23,0.242424242424242,0.217171717171717,0.207253886010363,0.220512820512821,0.262962962962963,0.23109243697479,0.198675496688742,0.236697247706422,0.162037037037037,0.235294117647059,0.261603375527426,0.376681614349776,0.229007633587786,0.247933884297521,0.296296296296296,0.245398773006135,0.285714285714286,0.252427184466019,0.256410256410256,0.26,0.28735632183908,0.245664739884393,0.242458100558659,0.228758169934641,0.273311897106109,0.265432098765432,0.25531914893617,0.239243807040417,0.202205882352941,0.256535947712418,0.345454545454545,0.171428571428571,0.238805970149254,0.21,0.319277108433735,0.210526315789474
stablelm-tuned-alpha-7b,0.300341296928328,0.412865962955587,0.24412461594569,0.25,0.266666666666667,0.171052631578947,0.24,0.275471698113208,0.236111111111111,0.28,0.22,0.3,0.23121387283237,0.254901960784314,0.28,0.314893617021277,0.210526315789474,0.275862068965517,0.243386243386243,0.246031746031746,0.19,0.212903225806452,0.182266009852217,0.22,0.224242424242424,0.186868686868687,0.212435233160622,0.274358974358974,0.259259259259259,0.197478991596639,0.218543046357616,0.229357798165138,0.351851851851852,0.240196078431373,0.286919831223629,0.354260089686099,0.290076335877863,0.239669421487603,0.287037037037037,0.276073619631902,0.241071428571429,0.16504854368932,0.247863247863248,0.3,0.234993614303959,0.225433526011561,0.241340782122905,0.251633986928105,0.218649517684887,0.222222222222222,0.24822695035461,0.229465449804433,0.165441176470588,0.251633986928105,0.236363636363636,0.16734693877551,0.263681592039801,0.24,0.289156626506024,0.245614035087719
DiffMerge-DollyGPT-Pygmalion,0.210750853242321,0.299342760406294,0.244104791141375,0.22,0.214814814814815,0.190789473684211,0.25,0.230188679245283,0.215277777777778,0.24,0.22,0.2,0.23121387283237,0.264705882352941,0.24,0.280851063829787,0.245614035087719,0.23448275862069,0.211640211640212,0.214285714285714,0.3,0.206451612903226,0.280788177339901,0.27,0.23030303030303,0.242424242424242,0.212435233160622,0.217948717948718,0.244444444444444,0.247899159663866,0.211920529801325,0.231192660550459,0.453703703703704,0.25,0.265822784810127,0.327354260089686,0.251908396946565,0.239669421487603,0.268518518518519,0.202453987730061,0.232142857142857,0.184466019417476,0.183760683760684,0.28,0.234993614303959,0.248554913294798,0.243575418994413,0.225490196078431,0.234726688102894,0.228395061728395,0.25531914893617,0.245762711864407,0.330882352941176,0.228758169934641,0.272727272727273,0.187755102040816,0.243781094527363,0.2,0.307228915662651,0.286549707602339
StoryPy,0.174061433447099,0.251643098984266,0.243704128523637,0.26,0.251851851851852,0.177631578947368,0.2,0.218867924528302,0.222222222222222,0.2,0.18,0.23,0.213872832369942,0.176470588235294,0.24,0.272340425531915,0.263157894736842,0.220689655172414,0.256613756613757,0.206349206349206,0.31,0.27741935483871,0.295566502463054,0.22,0.272727272727273,0.207070707070707,0.22279792746114,0.207692307692308,0.255555555555556,0.23109243697479,0.198675496688742,0.238532110091743,0.476851851851852,0.235294117647059,0.261603375527426,0.376681614349776,0.274809160305344,0.247933884297521,0.185185185185185,0.306748466257669,0.267857142857143,0.184466019417476,0.188034188034188,0.3,0.268199233716475,0.248554913294798,0.249162011173184,0.222222222222222,0.189710610932476,0.262345679012346,0.25531914893617,0.251629726205997,0.305147058823529,0.236928104575163,0.218181818181818,0.175510204081633,0.233830845771144,0.23,0.301204819277108,0.210526315789474
OPT-6B-nerys-v2,0.342150170648464,0.506970722963553,0.243374755634302,0.25,0.340740740740741,0.177631578947368,0.17,0.249056603773585,0.215277777777778,0.21,0.26,0.24,0.213872832369942,0.205882352941176,0.23,0.268085106382979,0.254385964912281,0.213793103448276,0.232804232804233,0.198412698412698,0.28,0.235483870967742,0.251231527093596,0.19,0.248484848484848,0.217171717171717,0.238341968911917,0.241025641025641,0.281481481481482,0.205882352941176,0.211920529801325,0.260550458715596,0.199074074074074,0.245098039215686,0.257383966244726,0.336322869955157,0.236641221374046,0.231404958677686,0.277777777777778,0.233128834355828,0.321428571428571,0.233009708737864,0.307692307692308,0.25,0.275862068965517,0.23121387283237,0.242458100558659,0.212418300653595,0.257234726688103,0.274691358024691,0.287234042553192,0.243155149934811,0.25,0.251633986928105,0.281818181818182,0.159183673469388,0.233830845771144,0.21,0.307228915662651,0.233918128654971
pythia-1b-deduped,0.264505119453925,0.387273451503685,0.242710645601512,0.23,0.237037037037037,0.144736842105263,0.18,0.30188679245283,0.243055555555556,0.2,0.32,0.2,0.260115606936416,0.186274509803922,0.28,0.276595744680851,0.184210526315789,0.193103448275862,0.243386243386243,0.246031746031746,0.25,0.267741935483871,0.236453201970443,0.28,0.236363636363636,0.217171717171717,0.212435233160622,0.205128205128205,0.251851851851852,0.189075630252101,0.231788079470199,0.293577981651376,0.25,0.25,0.270042194092827,0.336322869955157,0.236641221374046,0.256198347107438,0.287037037037037,0.226993865030675,0.303571428571429,0.194174757281553,0.277777777777778,0.23,0.275862068965517,0.263005780346821,0.241340782122905,0.23202614379085,0.266881028938907,0.262345679012346,0.24113475177305,0.238591916558018,0.261029411764706,0.284313725490196,0.272727272727273,0.146938775510204,0.238805970149254,0.17,0.27710843373494,0.245614035087719
MuseCan,0.195392491467577,0.252539334793866,0.241946613333079,0.22,0.318518518518519,0.296052631578947,0.23,0.207547169811321,0.263888888888889,0.16,0.25,0.2,0.236994219653179,0.225490196078431,0.27,0.212765957446809,0.219298245614035,0.241379310344828,0.240740740740741,0.142857142857143,0.24,0.248387096774194,0.221674876847291,0.33,0.284848484848485,0.242424242424242,0.227979274611399,0.194871794871795,0.251851851851852,0.214285714285714,0.278145695364238,0.225688073394495,0.148148148148148,0.259803921568627,0.274261603375527,0.233183856502242,0.221374045801527,0.247933884297521,0.240740740740741,0.300613496932515,0.3125,0.194174757281553,0.230769230769231,0.22,0.268199233716475,0.291907514450867,0.246927374301676,0.225490196078431,0.260450160771704,0.290123456790123,0.234042553191489,0.270534550195567,0.165441176470588,0.256535947712418,0.2,0.240816326530612,0.243781094527363,0.29,0.240963855421687,0.286549707602339
pygmalion-1.3b,0.252559726962457,0.384584744074885,0.241202227838252,0.19,0.222222222222222,0.217105263157895,0.3,0.222641509433962,0.25,0.27,0.25,0.29,0.265895953757225,0.235294117647059,0.24,0.251063829787234,0.201754385964912,0.262068965517241,0.243386243386243,0.238095238095238,0.24,0.193548387096774,0.177339901477833,0.19,0.218181818181818,0.176767676767677,0.181347150259067,0.220512820512821,0.248148148148148,0.256302521008403,0.357615894039735,0.198165137614679,0.171296296296296,0.25,0.282700421940928,0.31390134529148,0.259541984732824,0.264462809917355,0.259259259259259,0.196319018404908,0.321428571428571,0.184466019417476,0.286324786324786,0.31,0.237547892720307,0.239884393063584,0.236871508379888,0.228758169934641,0.19935691318328,0.212962962962963,0.219858156028369,0.2503259452412,0.191176470588235,0.227124183006536,0.254545454545455,0.244897959183673,0.218905472636816,0.31,0.265060240963855,0.304093567251462
fairseq-dense-125M,0.200511945392491,0.304321848237403,0.23978392213301,0.25,0.311111111111111,0.177631578947368,0.27,0.226415094339623,0.243055555555556,0.17,0.24,0.21,0.242774566473988,0.215686274509804,0.24,0.251063829787234,0.245614035087719,0.206896551724138,0.256613756613757,0.166666666666667,0.18,0.270967741935484,0.270935960591133,0.27,0.272727272727273,0.202020202020202,0.233160621761658,0.217948717948718,0.255555555555556,0.247899159663866,0.225165562913907,0.222018348623853,0.319444444444444,0.225490196078431,0.282700421940928,0.219730941704036,0.274809160305344,0.256198347107438,0.185185185185185,0.282208588957055,0.25,0.184466019417476,0.222222222222222,0.3,0.268199233716475,0.248554913294798,0.235754189944134,0.202614379084967,0.273311897106109,0.280864197530864,0.23758865248227,0.246414602346806,0.202205882352941,0.240196078431373,0.190909090909091,0.240816326530612,0.253731343283582,0.27,0.289156626506024,0.192982456140351
medical_transcription_generator,0.203071672354949,0.29097789285003,0.23836501041493,0.19,0.251851851851852,0.223684210526316,0.38,0.215094339622642,0.229166666666667,0.21,0.27,0.22,0.202312138728324,0.186274509803922,0.25,0.314893617021277,0.289473684210526,0.186206896551724,0.21957671957672,0.246031746031746,0.21,0.238709677419355,0.123152709359606,0.25,0.224242424242424,0.181818181818182,0.27979274611399,0.202564102564103,0.255555555555556,0.214285714285714,0.271523178807947,0.286238532110092,0.148148148148148,0.230392156862745,0.223628691983122,0.345291479820628,0.259541984732824,0.214876033057851,0.268518518518519,0.276073619631902,0.25,0.174757281553398,0.269230769230769,0.29,0.242656449553001,0.251445086705202,0.237988826815642,0.238562091503268,0.247588424437299,0.212962962962963,0.24822695035461,0.237940026075619,0.161764705882353,0.263071895424837,0.190909090909091,0.216326530612245,0.243781094527363,0.24,0.259036144578313,0.321637426900585
TinyStories-33M,0.197952218430034,0.262198765186218,0.238152910313598,0.28,0.237037037037037,0.171052631578947,0.3,0.267924528301887,0.25,0.27,0.26,0.21,0.208092485549133,0.264705882352941,0.27,0.191489361702128,0.236842105263158,0.248275862068966,0.246031746031746,0.285714285714286,0.21,0.238709677419355,0.201970443349754,0.23,0.218181818181818,0.212121212121212,0.212435233160622,0.228205128205128,0.222222222222222,0.205882352941176,0.291390728476821,0.229357798165138,0.152777777777778,0.25,0.270042194092827,0.278026905829596,0.229007633587786,0.231404958677686,0.203703703703704,0.226993865030675,0.3125,0.203883495145631,0.269230769230769,0.23,0.257982120051086,0.263005780346821,0.245810055865922,0.245098039215686,0.209003215434084,0.228395061728395,0.230496453900709,0.2503259452412,0.220588235294118,0.264705882352941,0.190909090909091,0.195918367346939,0.243781094527363,0.28,0.27710843373494,0.216374269005848
DialoGPT-large,0.209044368600683,0.256721768571998,0.238136630101218,0.21,0.251851851851852,0.335526315789474,0.26,0.245283018867925,0.256944444444444,0.22,0.21,0.21,0.213872832369942,0.196078431372549,0.21,0.323404255319149,0.289473684210526,0.227586206896552,0.256613756613757,0.253968253968254,0.18,0.245161290322581,0.270935960591133,0.2,0.212121212121212,0.217171717171717,0.191709844559585,0.233333333333333,0.203703703703704,0.201680672268908,0.205298013245033,0.240366972477064,0.152777777777778,0.240196078431373,0.236286919831224,0.376681614349776,0.236641221374046,0.247933884297521,0.259259259259259,0.245398773006135,0.3125,0.252427184466019,0.264957264957265,0.25,0.266922094508301,0.234104046242775,0.242458100558659,0.228758169934641,0.186495176848875,0.216049382716049,0.25177304964539,0.24380704041721,0.191176470588235,0.256535947712418,0.181818181818182,0.277551020408163,0.238805970149254,0.21,0.313253012048193,0.187134502923977
DialoGPT-sarcastic-medium,0.203924914675768,0.256024696275642,0.23764494276694,0.22,0.288888888888889,0.177631578947368,0.28,0.218867924528302,0.326388888888889,0.18,0.25,0.21,0.242774566473988,0.215686274509804,0.25,0.280851063829787,0.236842105263158,0.241379310344828,0.251322751322751,0.246031746031746,0.23,0.193548387096774,0.305418719211823,0.25,0.218181818181818,0.242424242424242,0.196891191709845,0.205128205128205,0.211111111111111,0.218487394957983,0.211920529801325,0.234862385321101,0.152777777777778,0.264705882352941,0.270042194092827,0.20627802690583,0.267175572519084,0.239669421487603,0.259259259259259,0.220858895705521,0.3125,0.184466019417476,0.307692307692308,0.28,0.24904214559387,0.26878612716763,0.242458100558659,0.222222222222222,0.209003215434084,0.253086419753086,0.234042553191489,0.252933507170795,0.176470588235294,0.261437908496732,0.2,0.195918367346939,0.238805970149254,0.29,0.240963855421687,0.210526315789474
gpt-Youtube,0.227815699658703,0.25682135032862,0.235378313329948,0.22,0.281481481481482,0.184210526315789,0.3,0.218867924528302,0.25,0.21,0.23,0.21,0.208092485549133,0.215686274509804,0.3,0.268085106382979,0.245614035087719,0.255172413793103,0.238095238095238,0.26984126984127,0.19,0.183870967741935,0.157635467980296,0.25,0.218181818181818,0.186868686868687,0.186528497409326,0.207692307692308,0.22962962962963,0.210084033613445,0.218543046357616,0.194495412844037,0.180555555555556,0.245098039215686,0.270042194092827,0.318385650224215,0.259541984732824,0.223140495867769,0.259259259259259,0.214723926380368,0.321428571428571,0.174757281553398,0.290598290598291,0.3,0.234993614303959,0.248554913294798,0.237988826815642,0.215686274509804,0.196141479099678,0.216049382716049,0.273049645390071,0.245762711864407,0.180147058823529,0.25,0.218181818181818,0.187755102040816,0.253731343283582,0.24,0.283132530120482,0.339181286549708
TinyStories-28M,0.186006825938567,0.256920932085242,0.235312654259137,0.12,0.266666666666667,0.217105263157895,0.28,0.241509433962264,0.215277777777778,0.18,0.15,0.22,0.225433526011561,0.274509803921569,0.23,0.263829787234043,0.280701754385965,0.248275862068966,0.214285714285714,0.238095238095238,0.24,0.241935483870968,0.182266009852217,0.28,0.242424242424242,0.292929292929293,0.238341968911917,0.212820512820513,0.266666666666667,0.243697478991597,0.218543046357616,0.258715596330275,0.162037037037037,0.245098039215686,0.274261603375527,0.255605381165919,0.259541984732824,0.272727272727273,0.212962962962963,0.184049079754601,0.3125,0.184466019417476,0.222222222222222,0.3,0.237547892720307,0.216763005780347,0.237988826815642,0.218954248366013,0.234726688102894,0.259259259259259,0.212765957446809,0.245110821382008,0.183823529411765,0.254901960784314,0.272727272727273,0.204081632653061,0.218905472636816,0.2,0.265060240963855,0.280701754385965
TinyStories-8M,0.195392491467577,0.258115913164708,0.233271225584787,0.25,0.22962962962963,0.230263157894737,0.27,0.222641509433962,0.270833333333333,0.23,0.18,0.23,0.179190751445087,0.196078431372549,0.27,0.238297872340426,0.219298245614035,0.241379310344828,0.214285714285714,0.253968253968254,0.28,0.193548387096774,0.201970443349754,0.26,0.2,0.186868686868687,0.176165803108808,0.192307692307692,0.233333333333333,0.218487394957983,0.198675496688742,0.212844036697248,0.143518518518519,0.269607843137255,0.282700421940928,0.282511210762332,0.244274809160305,0.297520661157025,0.222222222222222,0.214723926380368,0.330357142857143,0.184466019417476,0.320512820512821,0.31,0.266922094508301,0.236994219653179,0.232402234636872,0.245098039215686,0.186495176848875,0.194444444444444,0.25531914893617,0.251629726205997,0.183823529411765,0.256535947712418,0.218181818181818,0.183673469387755,0.233830845771144,0.27,0.253012048192771,0.245614035087719
pygmalion-2.7b,0.290955631399317,0.419139613622784,0.232824593519308,0.22,0.185185185185185,0.177631578947368,0.3,0.218867924528302,0.256944444444444,0.18,0.26,0.2,0.219653179190751,0.215686274509804,0.32,0.263829787234043,0.245614035087719,0.220689655172414,0.259259259259259,0.198412698412698,0.18,0.180645161290323,0.167487684729064,0.24,0.218181818181818,0.176767676767677,0.196891191709845,0.202564102564103,0.22962962962963,0.210084033613445,0.198675496688742,0.214678899082569,0.162037037037037,0.259803921568627,0.270042194092827,0.282511210762332,0.244274809160305,0.239669421487603,0.259259259259259,0.220858895705521,0.3125,0.194174757281553,0.290598290598291,0.31,0.256704980842912,0.251445086705202,0.237988826815642,0.235294117647059,0.186495176848875,0.271604938271605,0.219858156028369,0.245110821382008,0.183823529411765,0.251633986928105,0.236363636363636,0.191836734693878,0.258706467661692,0.26,0.271084337349398,0.309941520467836
gladosystem,0.217576791808874,0.283409679346744,0.23184754074323,0.22,0.185185185185185,0.177631578947368,0.3,0.215094339622642,0.256944444444444,0.2,0.26,0.21,0.208092485549133,0.215686274509804,0.28,0.263829787234043,0.236842105263158,0.241379310344828,0.208994708994709,0.285714285714286,0.2,0.17741935483871,0.157635467980296,0.25,0.218181818181818,0.181818181818182,0.191709844559585,0.212820512820513,0.222222222222222,0.214285714285714,0.198675496688742,0.192660550458716,0.152777777777778,0.254901960784314,0.270042194092827,0.31390134529148,0.259541984732824,0.239669421487603,0.259259259259259,0.220858895705521,0.3125,0.174757281553398,0.290598290598291,0.3,0.236270753512133,0.242774566473988,0.237988826815642,0.225490196078431,0.186495176848875,0.216049382716049,0.234042553191489,0.249022164276402,0.180147058823529,0.25,0.209090909090909,0.187755102040816,0.243781094527363,0.28,0.283132530120482,0.321637426900585
WizardLM-30B-V1.0,0.219283276450512,0.25453096992631,0.23116857555371,0.22,0.185185185185185,0.177631578947368,0.3,0.215094339622642,0.256944444444444,0.2,0.26,0.21,0.208092485549133,0.215686274509804,0.28,0.263829787234043,0.236842105263158,0.241379310344828,0.208994708994709,0.285714285714286,0.18,0.17741935483871,0.152709359605911,0.25,0.218181818181818,0.176767676767677,0.196891191709845,0.202564102564103,0.211111111111111,0.210084033613445,0.198675496688742,0.192660550458716,0.152777777777778,0.25,0.270042194092827,0.31390134529148,0.259541984732824,0.239669421487603,0.259259259259259,0.220858895705521,0.3125,0.174757281553398,0.290598290598291,0.3,0.237547892720307,0.248554913294798,0.237988826815642,0.225490196078431,0.186495176848875,0.216049382716049,0.234042553191489,0.245762711864407,0.183823529411765,0.25,0.218181818181818,0.187755102040816,0.243781094527363,0.28,0.283132530120482,0.321637426900585
OPT-19M-ChatSalad,0.203071672354949,0.25911173073093,0.23116857555371,0.22,0.185185185185185,0.177631578947368,0.3,0.215094339622642,0.256944444444444,0.2,0.26,0.21,0.208092485549133,0.215686274509804,0.28,0.263829787234043,0.236842105263158,0.241379310344828,0.208994708994709,0.285714285714286,0.18,0.17741935483871,0.152709359605911,0.25,0.218181818181818,0.176767676767677,0.196891191709845,0.202564102564103,0.211111111111111,0.210084033613445,0.198675496688742,0.192660550458716,0.152777777777778,0.25,0.270042194092827,0.31390134529148,0.259541984732824,0.239669421487603,0.259259259259259,0.220858895705521,0.3125,0.174757281553398,0.290598290598291,0.3,0.237547892720307,0.248554913294798,0.237988826815642,0.225490196078431,0.186495176848875,0.216049382716049,0.234042553191489,0.245762711864407,0.183823529411765,0.25,0.218181818181818,0.187755102040816,0.243781094527363,0.28,0.283132530120482,0.321637426900585
WizardLM-13B-1.0,0.219283276450512,0.25453096992631,0.23116857555371,0.22,0.185185185185185,0.177631578947368,0.3,0.215094339622642,0.256944444444444,0.2,0.26,0.21,0.208092485549133,0.215686274509804,0.28,0.263829787234043,0.236842105263158,0.241379310344828,0.208994708994709,0.285714285714286,0.18,0.17741935483871,0.152709359605911,0.25,0.218181818181818,0.176767676767677,0.196891191709845,0.202564102564103,0.211111111111111,0.210084033613445,0.198675496688742,0.192660550458716,0.152777777777778,0.25,0.270042194092827,0.31390134529148,0.259541984732824,0.239669421487603,0.259259259259259,0.220858895705521,0.3125,0.174757281553398,0.290598290598291,0.3,0.237547892720307,0.248554913294798,0.237988826815642,0.225490196078431,0.186495176848875,0.216049382716049,0.234042553191489,0.245762711864407,0.183823529411765,0.25,0.218181818181818,0.187755102040816,0.243781094527363,0.28,0.283132530120482,0.321637426900585
vicuna-13b-delta-v1.1,0.219283276450512,0.25453096992631,0.23116857555371,0.22,0.185185185185185,0.177631578947368,0.3,0.215094339622642,0.256944444444444,0.2,0.26,0.21,0.208092485549133,0.215686274509804,0.28,0.263829787234043,0.236842105263158,0.241379310344828,0.208994708994709,0.285714285714286,0.18,0.17741935483871,0.152709359605911,0.25,0.218181818181818,0.176767676767677,0.196891191709845,0.202564102564103,0.211111111111111,0.210084033613445,0.198675496688742,0.192660550458716,0.152777777777778,0.25,0.270042194092827,0.31390134529148,0.259541984732824,0.239669421487603,0.259259259259259,0.220858895705521,0.3125,0.174757281553398,0.290598290598291,0.3,0.237547892720307,0.248554913294798,0.237988826815642,0.225490196078431,0.186495176848875,0.216049382716049,0.234042553191489,0.245762711864407,0.183823529411765,0.25,0.218181818181818,0.187755102040816,0.243781094527363,0.28,0.283132530120482,0.321637426900585
vicuna-7b-delta-v1.1,0.219283276450512,0.25453096992631,0.23116857555371,0.22,0.185185185185185,0.177631578947368,0.3,0.215094339622642,0.256944444444444,0.2,0.26,0.21,0.208092485549133,0.215686274509804,0.28,0.263829787234043,0.236842105263158,0.241379310344828,0.208994708994709,0.285714285714286,0.18,0.17741935483871,0.152709359605911,0.25,0.218181818181818,0.176767676767677,0.196891191709845,0.202564102564103,0.211111111111111,0.210084033613445,0.198675496688742,0.192660550458716,0.152777777777778,0.25,0.270042194092827,0.31390134529148,0.259541984732824,0.239669421487603,0.259259259259259,0.220858895705521,0.3125,0.174757281553398,0.290598290598291,0.3,0.237547892720307,0.248554913294798,0.237988826815642,0.225490196078431,0.186495176848875,0.216049382716049,0.234042553191489,0.245762711864407,0.183823529411765,0.25,0.218181818181818,0.187755102040816,0.243781094527363,0.28,0.283132530120482,0.321637426900585
FinOPT-Franklin,0.227815699658703,0.253933479386576,0.23116857555371,0.22,0.185185185185185,0.177631578947368,0.3,0.215094339622642,0.256944444444444,0.2,0.26,0.21,0.208092485549133,0.215686274509804,0.28,0.263829787234043,0.236842105263158,0.241379310344828,0.208994708994709,0.285714285714286,0.18,0.17741935483871,0.152709359605911,0.25,0.218181818181818,0.176767676767677,0.196891191709845,0.202564102564103,0.211111111111111,0.210084033613445,0.198675496688742,0.192660550458716,0.152777777777778,0.25,0.270042194092827,0.31390134529148,0.259541984732824,0.239669421487603,0.259259259259259,0.220858895705521,0.3125,0.174757281553398,0.290598290598291,0.3,0.237547892720307,0.248554913294798,0.237988826815642,0.225490196078431,0.186495176848875,0.216049382716049,0.234042553191489,0.245762711864407,0.183823529411765,0.25,0.218181818181818,0.187755102040816,0.243781094527363,0.28,0.283132530120482,0.321637426900585
Facebook_opt_1.3b_Quantized,0.226962457337884,0.2504481179048,0.23116857555371,0.22,0.185185185185185,0.177631578947368,0.3,0.215094339622642,0.256944444444444,0.2,0.26,0.21,0.208092485549133,0.215686274509804,0.28,0.263829787234043,0.236842105263158,0.241379310344828,0.208994708994709,0.285714285714286,0.18,0.17741935483871,0.152709359605911,0.25,0.218181818181818,0.176767676767677,0.196891191709845,0.202564102564103,0.211111111111111,0.210084033613445,0.198675496688742,0.192660550458716,0.152777777777778,0.25,0.270042194092827,0.31390134529148,0.259541984732824,0.239669421487603,0.259259259259259,0.220858895705521,0.3125,0.174757281553398,0.290598290598291,0.3,0.237547892720307,0.248554913294798,0.237988826815642,0.225490196078431,0.186495176848875,0.216049382716049,0.234042553191489,0.245762711864407,0.183823529411765,0.25,0.218181818181818,0.187755102040816,0.243781094527363,0.28,0.283132530120482,0.321637426900585
WizardLM-13B-1.0,0.219283276450512,0.25453096992631,0.23116857555371,0.22,0.185185185185185,0.177631578947368,0.3,0.215094339622642,0.256944444444444,0.2,0.26,0.21,0.208092485549133,0.215686274509804,0.28,0.263829787234043,0.236842105263158,0.241379310344828,0.208994708994709,0.285714285714286,0.18,0.17741935483871,0.152709359605911,0.25,0.218181818181818,0.176767676767677,0.196891191709845,0.202564102564103,0.211111111111111,0.210084033613445,0.198675496688742,0.192660550458716,0.152777777777778,0.25,0.270042194092827,0.31390134529148,0.259541984732824,0.239669421487603,0.259259259259259,0.220858895705521,0.3125,0.174757281553398,0.290598290598291,0.3,0.237547892720307,0.248554913294798,0.237988826815642,0.225490196078431,0.186495176848875,0.216049382716049,0.234042553191489,0.245762711864407,0.183823529411765,0.25,0.218181818181818,0.187755102040816,0.243781094527363,0.28,0.283132530120482,0.321637426900585
stablelm-tuned-alpha-3b,0.246587030716724,0.360485958972316,0.2308013535883,0.23,0.251851851851852,0.197368421052632,0.35,0.230188679245283,0.263888888888889,0.14,0.27,0.19,0.225433526011561,0.176470588235294,0.29,0.272340425531915,0.201754385964912,0.23448275862069,0.224867724867725,0.261904761904762,0.18,0.183870967741935,0.142857142857143,0.24,0.212121212121212,0.176767676767677,0.212435233160622,0.220512820512821,0.207407407407407,0.23109243697479,0.211920529801325,0.198165137614679,0.152777777777778,0.225490196078431,0.282700421940928,0.300448430493274,0.221374045801527,0.231404958677686,0.259259259259259,0.220858895705521,0.3125,0.16504854368932,0.277777777777778,0.3,0.254150702426565,0.225433526011561,0.242458100558659,0.23202614379085,0.180064308681672,0.209876543209877,0.184397163120567,0.239243807040417,0.242647058823529,0.254901960784314,0.290909090909091,0.175510204081633,0.218905472636816,0.27,0.27710843373494,0.280701754385965
FinOPT-Lincoln,0.209897610921502,0.254630551682932,0.229961245347873,0.19,0.185185185185185,0.217105263157895,0.3,0.215094339622642,0.256944444444444,0.19,0.26,0.21,0.208092485549133,0.215686274509804,0.28,0.263829787234043,0.254385964912281,0.241379310344828,0.216931216931217,0.238095238095238,0.18,0.17741935483871,0.142857142857143,0.24,0.23030303030303,0.176767676767677,0.196891191709845,0.202564102564103,0.203703703703704,0.214285714285714,0.198675496688742,0.203669724770642,0.152777777777778,0.259803921568627,0.270042194092827,0.304932735426009,0.251908396946565,0.239669421487603,0.259259259259259,0.214723926380368,0.321428571428571,0.174757281553398,0.290598290598291,0.3,0.206896551724138,0.248554913294798,0.240223463687151,0.225490196078431,0.189710610932476,0.20679012345679,0.230496453900709,0.245762711864407,0.183823529411765,0.251633986928105,0.218181818181818,0.187755102040816,0.243781094527363,0.28,0.283132530120482,0.315789473684211
results_38ddb79_11c5a3d.json,0.200511945392491,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
results_6b5768f_11c5a3d.json,0.200511945392491,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
results_3f22154_11c5a3d.json,0.197098976109215,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
results_50dbaa6_11c5a3d.json,0.197098976109215,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,