config
dict
results
dict
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "0-hero/Matter-0.2-7B-DPO" }
{ "logiqa": { "delta_abs": 0.033546325878594296, "delta_rel": 0.10824742268041253 }, "logiqa2": { "delta_abs": 0.014631043256997489, "delta_rel": 0.04035087719298255 }, "lsat-ar": { "delta_abs": 0.008695652173913049, "delta_rel": 0.03921568627450983 }, "lsat-rc": { "delta_abs": 0.11152416356877326, "delta_rel": 0.3125000000000001 }, "lsat-lr": { "delta_abs": 0.06666666666666665, "delta_rel": 0.22972972972972966 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "01-ai/Yi-1.5-34B-Chat" }
{ "logiqa": { "delta_abs": 0.04472843450479236, "delta_rel": 0.11814345991561188 }, "logiqa2": { "delta_abs": 0.14185750636132322, "delta_rel": 0.29265091863517073 }, "lsat-ar": { "delta_abs": 0.052173913043478265, "delta_rel": 0.2142857142857143 }, "lsat-rc": { "delta_abs": 0.20446096654275098, "delta_rel": 0.41353383458646625 }, "lsat-lr": { "delta_abs": 0.24705882352941172, "delta_rel": 0.5502183406113536 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "01-ai/Yi-1.5-9B-32K" }
{ "logiqa": { "delta_abs": 0.052715654952076696, "delta_rel": 0.17098445595854928 }, "logiqa2": { "delta_abs": 0.08715012722646315, "delta_rel": 0.24508050089445452 }, "lsat-ar": { "delta_abs": 0.017391304347826098, "delta_rel": 0.06896551724137935 }, "lsat-rc": { "delta_abs": 0.018587360594795543, "delta_rel": 0.039682539682539694 }, "lsat-lr": { "delta_abs": 0.09019607843137256, "delta_rel": 0.289308176100629 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "01-ai/Yi-1.5-9B-Chat-16K" }
{ "logiqa": { "delta_abs": 0.04153354632587858, "delta_rel": 0.1274509803921568 }, "logiqa2": { "delta_abs": 0.1157760814249364, "delta_rel": 0.32675044883303417 }, "lsat-ar": { "delta_abs": 0.013043478260869573, "delta_rel": 0.05555555555555559 }, "lsat-rc": { "delta_abs": 0.14498141263940528, "delta_rel": 0.34210526315789497 }, "lsat-lr": { "delta_abs": 0.1568627450980392, "delta_rel": 0.5095541401273885 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "01-ai/Yi-1.5-9B-Chat" }
{ "logiqa": { "delta_abs": 0.07507987220447288, "delta_rel": 0.25133689839572204 }, "logiqa2": { "delta_abs": 0.1234096692111959, "delta_rel": 0.3265993265993265 }, "lsat-ar": { "delta_abs": 0.060869565217391286, "delta_rel": 0.28571428571428564 }, "lsat-rc": { "delta_abs": 0.12639405204460968, "delta_rel": 0.29565217391304355 }, "lsat-lr": { "delta_abs": 0.10196078431372552, "delta_rel": 0.29050279329608947 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "01-ai/Yi-1.5-9B" }
{ "logiqa": { "delta_abs": 0.0447284345047923, "delta_rel": 0.16279069767441848 }, "logiqa2": { "delta_abs": 0.043256997455470736, "delta_rel": 0.13518886679920478 }, "lsat-ar": { "delta_abs": 0.026086956521739146, "delta_rel": 0.11320754716981139 }, "lsat-rc": { "delta_abs": 0.03717472118959109, "delta_rel": 0.0892857142857143 }, "lsat-lr": { "delta_abs": 0.0431372549019608, "delta_rel": 0.13750000000000004 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "01-ai/Yi-34B-Chat" }
{ "logiqa": { "delta_abs": 0.05750798722044731, "delta_rel": 0.1706161137440759 }, "logiqa2": { "delta_abs": 0.08206106870229002, "delta_rel": 0.19054652880354492 }, "lsat-ar": { "delta_abs": 0, "delta_rel": 0 }, "lsat-rc": { "delta_abs": 0.13011152416356875, "delta_rel": 0.27343749999999994 }, "lsat-lr": { "delta_abs": 0.13137254901960782, "delta_rel": 0.34895833333333326 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "01-ai/Yi-34B" }
{ "logiqa": { "delta_abs": 0.04153354632587858, "delta_rel": 0.1140350877192982 }, "logiqa2": { "delta_abs": 0.01653944020356235, "delta_rel": 0.03801169590643277 }, "lsat-ar": { "delta_abs": 0.043478260869565216, "delta_rel": 0.2 }, "lsat-rc": { "delta_abs": 0.026022304832713727, "delta_rel": 0.05932203389830502 }, "lsat-lr": { "delta_abs": 0.05490196078431375, "delta_rel": 0.15642458100558668 } }
{ "model_dtype": "float16", "model_sha": "main", "model_name": "01-ai/Yi-6B" }
{ "logiqa": { "delta_abs": 0.025559105431309903, "delta_rel": 0.09638554216867469 }, "logiqa2": { "delta_abs": 0.01781170483460559, "delta_rel": 0.06113537117903927 }, "lsat-ar": { "delta_abs": 0.01739130434782607, "delta_rel": 0.08695652173913035 }, "lsat-rc": { "delta_abs": 0.0037174721189591198, "delta_rel": 0.014285714285714332 }, "lsat-lr": { "delta_abs": -0.0039215686274509665, "delta_rel": -0.016666666666666607 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "BSC-LT/salamandra-7b-instruct" }
{ "logiqa": { "delta_abs": 0.009584664536741228, "delta_rel": 0.03174603174603179 }, "logiqa2": { "delta_abs": 0.040712468193384255, "delta_rel": 0.13793103448275873 }, "lsat-ar": { "delta_abs": 0.026086956521739146, "delta_rel": 0.12500000000000008 }, "lsat-rc": { "delta_abs": 0.07063197026022305, "delta_rel": 0.2261904761904762 }, "lsat-lr": { "delta_abs": 0.0549019607843137, "delta_rel": 0.2352941176470587 } }
{ "model_dtype": "float16", "model_sha": "main", "model_name": "ChavyvAkvar/habib-DPO-v3" }
{ "logiqa": { "delta_abs": 0.05750798722044731, "delta_rel": 0.18000000000000008 }, "logiqa2": { "delta_abs": 0.04580152671755727, "delta_rel": 0.10827067669172938 }, "lsat-ar": { "delta_abs": 0.03043478260869567, "delta_rel": 0.14583333333333343 }, "lsat-rc": { "delta_abs": 0.14126394052044616, "delta_rel": 0.3089430894308945 }, "lsat-lr": { "delta_abs": 0.0980392156862745, "delta_rel": 0.27777777777777773 } }
{ "model_dtype": "float16", "model_sha": "main", "model_name": "CohereForAI/aya-23-35B" }
{ "logiqa": { "delta_abs": 0.04792332268370608, "delta_rel": 0.1612903225806452 }, "logiqa2": { "delta_abs": 0.07633587786259544, "delta_rel": 0.21543985637342913 }, "lsat-ar": { "delta_abs": 0.07826086956521738, "delta_rel": 0.36734693877551017 }, "lsat-rc": { "delta_abs": 0.1598513011152416, "delta_rel": 0.4257425742574257 }, "lsat-lr": { "delta_abs": 0.1156862745098039, "delta_rel": 0.41549295774647876 } }
{ "model_dtype": "float16", "model_sha": "main", "model_name": "CohereForAI/aya-23-8B" }
{ "logiqa": { "delta_abs": 0.051118210862619806, "delta_rel": 0.1893491124260355 }, "logiqa2": { "delta_abs": 0.039440203562341014, "delta_rel": 0.13777777777777794 }, "lsat-ar": { "delta_abs": 0.008695652173913049, "delta_rel": 0.037037037037037056 }, "lsat-rc": { "delta_abs": 0.1003717472118959, "delta_rel": 0.409090909090909 }, "lsat-lr": { "delta_abs": 0.06274509803921569, "delta_rel": 0.2909090909090909 } }
{ "model_dtype": "float16", "model_sha": "main", "model_name": "CohereForAI/aya-expanse-32b" }
{ "logiqa": { "delta_abs": 0.060702875399361034, "delta_rel": 0.18181818181818185 }, "logiqa2": { "delta_abs": 0.12213740458015271, "delta_rel": 0.3111831442463534 }, "lsat-ar": { "delta_abs": 0.02608695652173909, "delta_rel": 0.10169491525423713 }, "lsat-rc": { "delta_abs": 0.24535315985130107, "delta_rel": 0.6168224299065419 }, "lsat-lr": { "delta_abs": 0.1588235294117647, "delta_rel": 0.4550561797752809 } }
{ "model_dtype": "float16", "model_sha": "main", "model_name": "CohereForAI/aya-expanse-8b" }
{ "logiqa": { "delta_abs": 0.07188498402555915, "delta_rel": 0.2528089887640451 }, "logiqa2": { "delta_abs": 0.11259541984732824, "delta_rel": 0.3726315789473684 }, "lsat-ar": { "delta_abs": 0.026086956521739146, "delta_rel": 0.12244897959183682 }, "lsat-rc": { "delta_abs": 0.18215613382899631, "delta_rel": 0.5975609756097562 }, "lsat-lr": { "delta_abs": 0.16862745098039217, "delta_rel": 0.7226890756302521 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "CohereForAI/c4ai-command-r-plus-08-2024" }
{ "logiqa": { "delta_abs": 0.041533546325878634, "delta_rel": 0.12037037037037049 }, "logiqa2": { "delta_abs": 0.1475826972010178, "delta_rel": 0.3797054009819967 }, "lsat-ar": { "delta_abs": 0.021739130434782622, "delta_rel": 0.08928571428571434 }, "lsat-rc": { "delta_abs": 0.18215613382899631, "delta_rel": 0.37692307692307697 }, "lsat-lr": { "delta_abs": 0.23725490196078436, "delta_rel": 0.6914285714285715 } }
{ "model_dtype": "float16", "model_sha": "main", "model_name": "Deci/DeciLM-7B-instruct" }
{ "logiqa": { "delta_abs": 0.038338658146964855, "delta_rel": 0.1348314606741573 }, "logiqa2": { "delta_abs": 0.06615776081424934, "delta_rel": 0.20272904483430793 }, "lsat-ar": { "delta_abs": 0.008695652173913049, "delta_rel": 0.04166666666666669 }, "lsat-rc": { "delta_abs": 0.137546468401487, "delta_rel": 0.3978494623655914 }, "lsat-lr": { "delta_abs": 0.107843137254902, "delta_rel": 0.44000000000000017 } }
{ "model_dtype": "float16", "model_sha": "main", "model_name": "Deci/DeciLM-7B" }
{ "logiqa": { "delta_abs": 0.015974440894568676, "delta_rel": 0.05319148936170208 }, "logiqa2": { "delta_abs": -0.0019083969465649164, "delta_rel": -0.005226480836237018 }, "lsat-ar": { "delta_abs": 0.06521739130434781, "delta_rel": 0.31249999999999994 }, "lsat-rc": { "delta_abs": 0.08178438661710036, "delta_rel": 0.2340425531914893 }, "lsat-lr": { "delta_abs": 0.06274509803921569, "delta_rel": 0.25 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "HuggingFaceH4/zephyr-7b-beta" }
{ "logiqa": { "delta_abs": -0.011182108626198117, "delta_rel": -0.03333333333333343 }, "logiqa2": { "delta_abs": 0.006361323155216259, "delta_rel": 0.015600624024960933 }, "lsat-ar": { "delta_abs": 0.043478260869565216, "delta_rel": 0.17857142857142855 }, "lsat-rc": { "delta_abs": 0.0074349442379182396, "delta_rel": 0.017241379310344883 }, "lsat-lr": { "delta_abs": 0.07647058823529412, "delta_rel": 0.2582781456953643 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "HuggingFaceTB/SmolLM-1.7B-Instruct" }
{ "logiqa": { "delta_abs": 0.0015974440894568898, "delta_rel": 0.005586592178771023 }, "logiqa2": { "delta_abs": 0.009541984732824471, "delta_rel": 0.037220843672456747 }, "lsat-ar": { "delta_abs": 0.01739130434782607, "delta_rel": 0.08510638297872332 }, "lsat-rc": { "delta_abs": 0.03345724907063197, "delta_rel": 0.15517241379310343 }, "lsat-lr": { "delta_abs": 0.03137254901960784, "delta_rel": 0.14953271028037382 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "HuggingFaceTB/SmolLM-135M-Instruct" }
{ "logiqa": { "delta_abs": 0.014376996805111841, "delta_rel": 0.056250000000000085 }, "logiqa2": { "delta_abs": 0.01526717557251911, "delta_rel": 0.06075949367088618 }, "lsat-ar": { "delta_abs": 0.017391304347826098, "delta_rel": 0.10000000000000006 }, "lsat-rc": { "delta_abs": 0.022304832713754663, "delta_rel": 0.10909090909090917 }, "lsat-lr": { "delta_abs": 0, "delta_rel": 0 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "HuggingFaceTB/SmolLM2-1.7B-Instruct" }
{ "logiqa": { "delta_abs": 0.017571884984025565, "delta_rel": 0.06470588235294121 }, "logiqa2": { "delta_abs": 0.0362595419847328, "delta_rel": 0.12808988764044935 }, "lsat-ar": { "delta_abs": 0.060869565217391314, "delta_rel": 0.28 }, "lsat-rc": { "delta_abs": 0.07806691449814127, "delta_rel": 0.3559322033898305 }, "lsat-lr": { "delta_abs": 0.03137254901960784, "delta_rel": 0.12598425196850394 } }
{ "model_dtype": "float16", "model_sha": "main", "model_name": "Intel/neural-chat-7b-v3-1" }
{ "logiqa": { "delta_abs": 0.060702875399361034, "delta_rel": 0.21468926553672318 }, "logiqa2": { "delta_abs": 0.02417302798982185, "delta_rel": 0.06333333333333324 }, "lsat-ar": { "delta_abs": 0.05217391304347824, "delta_rel": 0.2608695652173912 }, "lsat-rc": { "delta_abs": 0.06319702602230487, "delta_rel": 0.14912280701754396 }, "lsat-lr": { "delta_abs": 0.0431372549019608, "delta_rel": 0.1366459627329193 } }
{ "model_dtype": "float16", "model_sha": "main", "model_name": "Kukedlc/NeuralLLaMa-3-8b-DT-v0.1" }
{ "logiqa": { "delta_abs": 0.11341853035143773, "delta_rel": 0.37967914438502687 }, "logiqa2": { "delta_abs": 0.14885496183206104, "delta_rel": 0.42010771992818663 }, "lsat-ar": { "delta_abs": 0.02608695652173912, "delta_rel": 0.11111111111111106 }, "lsat-rc": { "delta_abs": 0.18215613382899626, "delta_rel": 0.4537037037037036 }, "lsat-lr": { "delta_abs": 0.196078431372549, "delta_rel": 0.6369426751592355 } }
{ "model_dtype": "float16", "model_sha": "main", "model_name": "Kukedlc/NeuralLLaMa-3-8b-ORPO-v0.3" }
{ "logiqa": { "delta_abs": 0.10223642172523961, "delta_rel": 0.34782608695652173 }, "logiqa2": { "delta_abs": 0.16475826972010182, "delta_rel": 0.46003552397868575 }, "lsat-ar": { "delta_abs": 0.05652173913043476, "delta_rel": 0.24999999999999992 }, "lsat-rc": { "delta_abs": 0.20074349442379186, "delta_rel": 0.5000000000000001 }, "lsat-lr": { "delta_abs": 0.2019607843137255, "delta_rel": 0.6866666666666666 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "Kukedlc/NeuralSynthesis-7b-v0.4-slerp" }
{ "logiqa": { "delta_abs": -0.014376996805111841, "delta_rel": -0.03982300884955758 }, "logiqa2": { "delta_abs": 0.005089058524173018, "delta_rel": 0.011019283746556452 }, "lsat-ar": { "delta_abs": 0.043478260869565216, "delta_rel": 0.2222222222222222 }, "lsat-rc": { "delta_abs": 0.048327137546468446, "delta_rel": 0.0962962962962964 }, "lsat-lr": { "delta_abs": 0.041176470588235314, "delta_rel": 0.09677419354838715 } }
{ "model_dtype": "float16", "model_sha": "main", "model_name": "LeroyDyer/Mixtral_AI_Chat_1.0" }
{ "logiqa": { "delta_abs": 0.011182108626198117, "delta_rel": 0.03240740740740751 }, "logiqa2": { "delta_abs": 0.033078880407124645, "delta_rel": 0.08965517241379299 }, "lsat-ar": { "delta_abs": 0.05652173913043479, "delta_rel": 0.28260869565217395 }, "lsat-rc": { "delta_abs": 0.029739776951672847, "delta_rel": 0.08602150537634404 }, "lsat-lr": { "delta_abs": 0.09215686274509804, "delta_rel": 0.3405797101449276 } }
{ "model_dtype": "float16", "model_sha": "main", "model_name": "LeroyDyer/Mixtral_AI_CyberTron_DeepMind_III_UFT" }
{ "logiqa": { "delta_abs": 0.0063897763578275035, "delta_rel": 0.01877934272300478 }, "logiqa2": { "delta_abs": 0.03944020356234096, "delta_rel": 0.11439114391143909 }, "lsat-ar": { "delta_abs": 0.004347826086956524, "delta_rel": 0.018867924528301896 }, "lsat-rc": { "delta_abs": 0.1598513011152416, "delta_rel": 0.5657894736842103 }, "lsat-lr": { "delta_abs": 0.07647058823529412, "delta_rel": 0.2888888888888889 } }
{ "model_dtype": "float16", "model_sha": "main", "model_name": "LeroyDyer/Mixtral_AI_Cyber_Boss" }
{ "logiqa": { "delta_abs": -0.011182108626198062, "delta_rel": -0.03124999999999994 }, "logiqa2": { "delta_abs": 0.013358778625954193, "delta_rel": 0.029329608938547472 }, "lsat-ar": { "delta_abs": 0.05652173913043479, "delta_rel": 0.28260869565217395 }, "lsat-rc": { "delta_abs": 0.0185873605947956, "delta_rel": 0.03703703703703716 }, "lsat-lr": { "delta_abs": 0.017647058823529405, "delta_rel": 0.041860465116279055 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "Locutusque/Hercules-4.0-Mistral-v0.2-7B" }
{ "logiqa": { "delta_abs": 0.06070287539936098, "delta_rel": 0.20765027322404356 }, "logiqa2": { "delta_abs": 0.06870229007633588, "delta_rel": 0.2168674698795181 }, "lsat-ar": { "delta_abs": 0.026086956521739146, "delta_rel": 0.12500000000000008 }, "lsat-rc": { "delta_abs": 0.10408921933085502, "delta_rel": 0.34146341463414637 }, "lsat-lr": { "delta_abs": 0.10392156862745097, "delta_rel": 0.49999999999999994 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "Locutusque/OpenCerebrum-1.0-7b-DPO" }
{ "logiqa": { "delta_abs": 0.05591054313099042, "delta_rel": 0.1912568306010929 }, "logiqa2": { "delta_abs": 0.05279898218829515, "delta_rel": 0.1476868327402135 }, "lsat-ar": { "delta_abs": 0.06521739130434784, "delta_rel": 0.3260869565217392 }, "lsat-rc": { "delta_abs": 0.07434944237918217, "delta_rel": 0.20000000000000007 }, "lsat-lr": { "delta_abs": 0.10196078431372546, "delta_rel": 0.3909774436090224 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "NousResearch/Hermes-2-Pro-Mistral-7B" }
{ "logiqa": { "delta_abs": 0.0015974440894568898, "delta_rel": 0.00480769230769237 }, "logiqa2": { "delta_abs": 0.030534351145038163, "delta_rel": 0.07511737089201877 }, "lsat-ar": { "delta_abs": 0.03043478260869567, "delta_rel": 0.14285714285714296 }, "lsat-rc": { "delta_abs": 0.10408921933085502, "delta_rel": 0.2522522522522523 }, "lsat-lr": { "delta_abs": 0.09411764705882353, "delta_rel": 0.2823529411764706 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "NousResearch/Hermes-3-Llama-3.1-70B" }
{ "logiqa": { "delta_abs": 0.07987220447284343, "delta_rel": 0.21008403361344533 }, "logiqa2": { "delta_abs": 0.10623409669211192, "delta_rel": 0.19239631336405524 }, "lsat-ar": { "delta_abs": 0.07391304347826089, "delta_rel": 0.3333333333333334 }, "lsat-rc": { "delta_abs": 0.17100371747211895, "delta_rel": 0.26285714285714284 }, "lsat-lr": { "delta_abs": 0.18627450980392157, "delta_rel": 0.3333333333333333 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "NousResearch/Nous-Hermes-llama-2-7b" }
{ "logiqa": { "delta_abs": 0.038338658146964855, "delta_rel": 0.1411764705882353 }, "logiqa2": { "delta_abs": 0.01908396946564883, "delta_rel": 0.06342494714587729 }, "lsat-ar": { "delta_abs": 0.04782608695652171, "delta_rel": 0.23404255319148923 }, "lsat-rc": { "delta_abs": 0.018587360594795516, "delta_rel": 0.0746268656716417 }, "lsat-lr": { "delta_abs": 0.019607843137254888, "delta_rel": 0.07575757575757569 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "OpenBuddy/openbuddy-llama3-8b-v21.1-8k" }
{ "logiqa": { "delta_abs": 0.0447284345047923, "delta_rel": 0.1450777202072538 }, "logiqa2": { "delta_abs": 0.08651399491094147, "delta_rel": 0.25757575757575757 }, "lsat-ar": { "delta_abs": 0.07826086956521738, "delta_rel": 0.3913043478260869 }, "lsat-rc": { "delta_abs": 0.1895910780669145, "delta_rel": 0.5930232558139535 }, "lsat-lr": { "delta_abs": 0.1411764705882353, "delta_rel": 0.5255474452554745 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "OpenBuddy/openbuddy-mistral2-7b-v20.2-32k" }
{ "logiqa": { "delta_abs": 0.10543130990415336, "delta_rel": 0.4429530201342282 }, "logiqa2": { "delta_abs": 0.1603053435114504, "delta_rel": 0.6810810810810811 }, "lsat-ar": { "delta_abs": 0.052173913043478265, "delta_rel": 0.27906976744186046 }, "lsat-rc": { "delta_abs": 0.21933085501858735, "delta_rel": 0.9833333333333333 }, "lsat-lr": { "delta_abs": 0.16666666666666666, "delta_rel": 0.7798165137614679 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "OpenBuddy/openbuddy-yi1.5-9b-v21.1-32k" }
{ "logiqa": { "delta_abs": 0.0718849840255591, "delta_rel": 0.25423728813559315 }, "logiqa2": { "delta_abs": 0.14694656488549618, "delta_rel": 0.4914893617021277 }, "lsat-ar": { "delta_abs": 0.03913043478260869, "delta_rel": 0.19148936170212763 }, "lsat-rc": { "delta_abs": 0.18959107806691444, "delta_rel": 0.607142857142857 }, "lsat-lr": { "delta_abs": 0.1411764705882353, "delta_rel": 0.5217391304347826 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "OpenBuddy/openbuddy-zen-3b-v21.1-32k" }
{ "logiqa": { "delta_abs": 0.004792332268370614, "delta_rel": 0.017857142857142884 }, "logiqa2": { "delta_abs": -0.0025445292620865367, "delta_rel": -0.009367681498829123 }, "lsat-ar": { "delta_abs": -0.008695652173913049, "delta_rel": -0.04255319148936172 }, "lsat-rc": { "delta_abs": -0.011152416356877332, "delta_rel": -0.042857142857142885 }, "lsat-lr": { "delta_abs": 0.0058823529411764774, "delta_rel": 0.02777777777777781 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "OpenBuddy/openbuddy-zen-3b-v21.2-32k" }
{ "logiqa": { "delta_abs": 0.003194888178913724, "delta_rel": 0.011976047904191564 }, "logiqa2": { "delta_abs": -0.005725190839694638, "delta_rel": -0.020689655172413727 }, "lsat-ar": { "delta_abs": -0.030434782608695643, "delta_rel": -0.13207547169811318 }, "lsat-rc": { "delta_abs": 0.026022304832713755, "delta_rel": 0.1111111111111111 }, "lsat-lr": { "delta_abs": -0.009803921568627444, "delta_rel": -0.04424778761061944 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "Qwen/Qwen2-72B-Instruct" }
{ "logiqa": { "delta_abs": 0.059105431309904144, "delta_rel": 0.14230769230769227 }, "logiqa2": { "delta_abs": 0.07315521628498733, "delta_rel": 0.12419006479481652 }, "lsat-ar": { "delta_abs": 0.03913043478260869, "delta_rel": 0.13432835820895522 }, "lsat-rc": { "delta_abs": 0.06319702602230493, "delta_rel": 0.0939226519337018 }, "lsat-lr": { "delta_abs": 0.10588235294117643, "delta_rel": 0.18181818181818174 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "Qwen/Qwen2-7B-Instruct" }
{ "logiqa": { "delta_abs": 0.06549520766773165, "delta_rel": 0.20812182741116758 }, "logiqa2": { "delta_abs": 0.08206106870229007, "delta_rel": 0.2037914691943128 }, "lsat-ar": { "delta_abs": 0.004347826086956497, "delta_rel": 0.016393442622950723 }, "lsat-rc": { "delta_abs": 0.14869888475836435, "delta_rel": 0.3333333333333334 }, "lsat-lr": { "delta_abs": 0.09215686274509804, "delta_rel": 0.25405405405405407 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "Qwen/Qwen2.5-14B-Instruct" }
{ "logiqa": { "delta_abs": 0.07667731629392971, "delta_rel": 0.19591836734693877 }, "logiqa2": { "delta_abs": 0.14058524173027986, "delta_rel": 0.2962466487935656 }, "lsat-ar": { "delta_abs": 0.1173913043478261, "delta_rel": 0.4821428571428572 }, "lsat-rc": { "delta_abs": 0.14869888475836435, "delta_rel": 0.27210884353741505 }, "lsat-lr": { "delta_abs": 0.13137254901960782, "delta_rel": 0.25378787878787873 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "Qwen/Qwen2.5-32B-Instruct" }
{ "logiqa": { "delta_abs": 0.06230031948881787, "delta_rel": 0.15662650602409633 }, "logiqa2": { "delta_abs": 0.1176844783715012, "delta_rel": 0.22533495736906195 }, "lsat-ar": { "delta_abs": 0.06521739130434784, "delta_rel": 0.22058823529411767 }, "lsat-rc": { "delta_abs": 0.19702602230483268, "delta_rel": 0.3397435897435897 }, "lsat-lr": { "delta_abs": 0.14901960784313728, "delta_rel": 0.26388888888888895 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "Qwen/Qwen2.5-3B-Instruct" }
{ "logiqa": { "delta_abs": 0.09424920127795527, "delta_rel": 0.33522727272727276 }, "logiqa2": { "delta_abs": 0.12468193384223919, "delta_rel": 0.35766423357664234 }, "lsat-ar": { "delta_abs": 0.021739130434782622, "delta_rel": 0.08928571428571434 }, "lsat-rc": { "delta_abs": 0.16728624535315983, "delta_rel": 0.5056179775280898 }, "lsat-lr": { "delta_abs": 0.10784313725490197, "delta_rel": 0.34375 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "Qwen/Qwen2.5-72B-Instruct" }
{ "logiqa": { "delta_abs": 0.07507987220447288, "delta_rel": 0.1800766283524905 }, "logiqa2": { "delta_abs": 0.08269720101781175, "delta_rel": 0.13131313131313138 }, "lsat-ar": { "delta_abs": 0.06521739130434784, "delta_rel": 0.22388059701492544 }, "lsat-rc": { "delta_abs": 0.10780669144981414, "delta_rel": 0.15508021390374332 }, "lsat-lr": { "delta_abs": 0.1470588235294118, "delta_rel": 0.2205882352941177 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "Qwen/Qwen2.5-7B-Instruct" }
{ "logiqa": { "delta_abs": 0.051118210862619806, "delta_rel": 0.14035087719298245 }, "logiqa2": { "delta_abs": 0.12595419847328243, "delta_rel": 0.29552238805970144 }, "lsat-ar": { "delta_abs": 0.09130434782608696, "delta_rel": 0.4375 }, "lsat-rc": { "delta_abs": 0.15985130111524165, "delta_rel": 0.3706896551724138 }, "lsat-lr": { "delta_abs": 0.19215686274509808, "delta_rel": 0.49746192893401026 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "Salesforce/LLaMA-3-8B-SFR-Iterative-DPO-R" }
{ "logiqa": { "delta_abs": 0.036741214057507965, "delta_rel": 0.10313901345291474 }, "logiqa2": { "delta_abs": 0.07697201017811706, "delta_rel": 0.18473282442748093 }, "lsat-ar": { "delta_abs": 0.052173913043478265, "delta_rel": 0.25000000000000006 }, "lsat-rc": { "delta_abs": 0.11524163568773232, "delta_rel": 0.24409448818897633 }, "lsat-lr": { "delta_abs": 0.0901960784313725, "delta_rel": 0.22549019607843127 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "ai21labs/AI21-Jamba-1.5-Mini" }
{ "logiqa": { "delta_abs": 0.038338658146964855, "delta_rel": 0.10714285714285714 }, "logiqa2": { "delta_abs": 0.09860050890585242, "delta_rel": 0.23700305810397554 }, "lsat-ar": { "delta_abs": 0.09130434782608693, "delta_rel": 0.49999999999999983 }, "lsat-rc": { "delta_abs": 0.23420074349442382, "delta_rel": 0.6363636363636365 }, "lsat-lr": { "delta_abs": 0.19411764705882356, "delta_rel": 0.55 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "allenai/OLMo-7B-0724-Instruct-hf" }
{ "logiqa": { "delta_abs": 0.02236421725239618, "delta_rel": 0.07407407407407413 }, "logiqa2": { "delta_abs": 0.06424936386768448, "delta_rel": 0.19311663479923522 }, "lsat-ar": { "delta_abs": 0.03478260869565217, "delta_rel": 0.18181818181818177 }, "lsat-rc": { "delta_abs": 0.18587360594795538, "delta_rel": 0.5813953488372093 }, "lsat-lr": { "delta_abs": 0.09803921568627455, "delta_rel": 0.34013605442176886 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "allenai/tulu-2-13b" }
{ "logiqa": { "delta_abs": 0.019169329073482455, "delta_rel": 0.06521739130434792 }, "logiqa2": { "delta_abs": 0.05470737913486001, "delta_rel": 0.1532976827094473 }, "lsat-ar": { "delta_abs": 0.013043478260869545, "delta_rel": 0.049999999999999926 }, "lsat-rc": { "delta_abs": 0.0780669144981413, "delta_rel": 0.1926605504587157 }, "lsat-lr": { "delta_abs": 0.08627450980392154, "delta_rel": 0.3120567375886524 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "allenai/tulu-2-70b" }
{ "logiqa": { "delta_abs": 0.02236421725239618, "delta_rel": 0.06392694063926944 }, "logiqa2": { "delta_abs": 0.08842239185750633, "delta_rel": 0.19015047879616956 }, "lsat-ar": { "delta_abs": 0.026086956521739146, "delta_rel": 0.10344827586206903 }, "lsat-rc": { "delta_abs": 0.11152416356877326, "delta_rel": 0.19480519480519487 }, "lsat-lr": { "delta_abs": 0.1274509803921568, "delta_rel": 0.28508771929824545 } }
{ "model_dtype": "float16", "model_sha": "main", "model_name": "allenai/tulu-2-7b" }
{ "logiqa": { "delta_abs": 0.036741214057507965, "delta_rel": 0.12994350282485867 }, "logiqa2": { "delta_abs": 0.041348600508905875, "delta_rel": 0.1294820717131475 }, "lsat-ar": { "delta_abs": 0.03043478260869567, "delta_rel": 0.1400000000000001 }, "lsat-rc": { "delta_abs": 0.08550185873605948, "delta_rel": 0.2987012987012987 }, "lsat-lr": { "delta_abs": 0.07058823529411765, "delta_rel": 0.29508196721311475 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "allenai/tulu-2-dpo-13b" }
{ "logiqa": { "delta_abs": 0.028753993610223627, "delta_rel": 0.09625668449197856 }, "logiqa2": { "delta_abs": 0.05152671755725191, "delta_rel": 0.14285714285714285 }, "lsat-ar": { "delta_abs": 0.004347826086956497, "delta_rel": 0.017543859649122705 }, "lsat-rc": { "delta_abs": 0.06691449814126393, "delta_rel": 0.1764705882352941 }, "lsat-lr": { "delta_abs": 0.09411764705882353, "delta_rel": 0.34782608695652173 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "allenai/tulu-2-dpo-70b" }
{ "logiqa": { "delta_abs": 0.041533546325878634, "delta_rel": 0.11607142857142869 }, "logiqa2": { "delta_abs": 0.04961832061068705, "delta_rel": 0.09629629629629634 }, "lsat-ar": { "delta_abs": 0.060869565217391314, "delta_rel": 0.25000000000000006 }, "lsat-rc": { "delta_abs": 0.137546468401487, "delta_rel": 0.2356687898089172 }, "lsat-lr": { "delta_abs": 0.12745098039215685, "delta_rel": 0.2559055118110236 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "allenai/tulu-2-dpo-7b" }
{ "logiqa": { "delta_abs": 0.02396166134185307, "delta_rel": 0.0815217391304349 }, "logiqa2": { "delta_abs": 0.03180661577608146, "delta_rel": 0.09784735812133084 }, "lsat-ar": { "delta_abs": 0.026086956521739146, "delta_rel": 0.11764705882352948 }, "lsat-rc": { "delta_abs": 0.0780669144981413, "delta_rel": 0.2530120481927712 }, "lsat-lr": { "delta_abs": 0.047058823529411764, "delta_rel": 0.17518248175182483 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "arcee-ai/Llama-3.1-SuperNova-Lite" }
{ "logiqa": { "delta_abs": 0.0447284345047923, "delta_rel": 0.1157024793388429 }, "logiqa2": { "delta_abs": 0.12659033078880405, "delta_rel": 0.27524204702627936 }, "lsat-ar": { "delta_abs": 0.1391304347826087, "delta_rel": 0.7111111111111111 }, "lsat-rc": { "delta_abs": 0.18215613382899631, "delta_rel": 0.33108108108108114 }, "lsat-lr": { "delta_abs": 0.20588235294117646, "delta_rel": 0.532994923857868 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "arcee-ai/SuperNova-Medius" }
{ "logiqa": { "delta_abs": 0.035143769968051075, "delta_rel": 0.08365019011406834 }, "logiqa2": { "delta_abs": 0.14122137404580148, "delta_rel": 0.27475247524752466 }, "lsat-ar": { "delta_abs": 0.08695652173913043, "delta_rel": 0.3389830508474576 }, "lsat-rc": { "delta_abs": 0.16728624535315983, "delta_rel": 0.28846153846153844 }, "lsat-lr": { "delta_abs": 0.1823529411764706, "delta_rel": 0.34572490706319703 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "bunnycore/Mnemosyne-7B" }
{ "logiqa": { "delta_abs": 0.030351437699680517, "delta_rel": 0.08796296296296298 }, "logiqa2": { "delta_abs": 0.06743002544529264, "delta_rel": 0.16307692307692312 }, "lsat-ar": { "delta_abs": 0.043478260869565216, "delta_rel": 0.1923076923076923 }, "lsat-rc": { "delta_abs": 0.11524163568773232, "delta_rel": 0.2672413793103448 }, "lsat-lr": { "delta_abs": 0.12745098039215685, "delta_rel": 0.38690476190476186 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "cognitivecomputations/Llama-3-8B-Instruct-abliterated-v2" }
{ "logiqa": { "delta_abs": 0.030351437699680517, "delta_rel": 0.1124260355029586 }, "logiqa2": { "delta_abs": 0.04389312977099241, "delta_rel": 0.13690476190476206 }, "lsat-ar": { "delta_abs": 0.004347826086956524, "delta_rel": 0.018867924528301896 }, "lsat-rc": { "delta_abs": 0.09293680297397766, "delta_rel": 0.2976190476190475 }, "lsat-lr": { "delta_abs": 0.10196078431372546, "delta_rel": 0.3939393939393938 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "cookinai/LlamaReflect-8B-CoT-safetensors" }
{ "logiqa": { "delta_abs": 0.012779552715654952, "delta_rel": 0.042105263157894736 }, "logiqa2": { "delta_abs": 0.011450381679389277, "delta_rel": 0.03290676416819002 }, "lsat-ar": { "delta_abs": 0.030434782608695643, "delta_rel": 0.17073170731707313 }, "lsat-rc": { "delta_abs": 0.029739776951672847, "delta_rel": 0.07920792079207917 }, "lsat-lr": { "delta_abs": 0.08039215686274509, "delta_rel": 0.31060606060606055 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "databricks/dbrx-instruct" }
{ "logiqa": { "delta_abs": 0.04313099041533547, "delta_rel": 0.12328767123287673 }, "logiqa2": { "delta_abs": 0.1036895674300255, "delta_rel": 0.22027027027027038 }, "lsat-ar": { "delta_abs": 0, "delta_rel": 0 }, "lsat-rc": { "delta_abs": 0.21189591078066916, "delta_rel": 0.4014084507042254 }, "lsat-lr": { "delta_abs": 0.20588235294117652, "delta_rel": 0.5048076923076924 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "databricks/dolly-v2-3b" }
{ "logiqa": { "delta_abs": 0.0095846645367412, "delta_rel": 0.03999999999999994 }, "logiqa2": { "delta_abs": -0.0006361323155216203, "delta_rel": -0.0024937655860348806 }, "lsat-ar": { "delta_abs": 0, "delta_rel": 0 }, "lsat-rc": { "delta_abs": 0.04832713754646839, "delta_rel": 0.25490196078431365 }, "lsat-lr": { "delta_abs": -0.0019607843137254832, "delta_rel": -0.009615384615384581 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "google/gemma-2-27b-it" }
{ "logiqa": { "delta_abs": 0.04472843450479236, "delta_rel": 0.13145539906103296 }, "logiqa2": { "delta_abs": 0.06297709923664124, "delta_rel": 0.14473684210526322 }, "lsat-ar": { "delta_abs": 0.008695652173913049, "delta_rel": 0.02898550724637683 }, "lsat-rc": { "delta_abs": 0.10408921933085502, "delta_rel": 0.2028985507246377 }, "lsat-lr": { "delta_abs": 0.06862745098039214, "delta_rel": 0.16509433962264145 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "google/gemma-2-2b-it" }
{ "logiqa": { "delta_abs": 0.052715654952076696, "delta_rel": 0.19298245614035095 }, "logiqa2": { "delta_abs": 0.0935114503816794, "delta_rel": 0.3318284424379233 }, "lsat-ar": { "delta_abs": 0.04347826086956519, "delta_rel": 0.18181818181818168 }, "lsat-rc": { "delta_abs": 0.09293680297397766, "delta_rel": 0.29411764705882343 }, "lsat-lr": { "delta_abs": 0.12549019607843134, "delta_rel": 0.5981308411214952 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "google/gemma-2-9b-it" }
{ "logiqa": { "delta_abs": 0.05750798722044731, "delta_rel": 0.17560975609756108 }, "logiqa2": { "delta_abs": 0.09669211195928751, "delta_rel": 0.25333333333333324 }, "lsat-ar": { "delta_abs": 0.004347826086956497, "delta_rel": 0.013888888888888808 }, "lsat-rc": { "delta_abs": 0.13011152416356875, "delta_rel": 0.34653465346534645 }, "lsat-lr": { "delta_abs": 0.12745098039215685, "delta_rel": 0.3672316384180791 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "google/gemma-2b-it" }
{ "logiqa": { "delta_abs": 0.04313099041533547, "delta_rel": 0.16875000000000004 }, "logiqa2": { "delta_abs": 0.024173027989821905, "delta_rel": 0.08715596330275238 }, "lsat-ar": { "delta_abs": 0.03913043478260869, "delta_rel": 0.20454545454545453 }, "lsat-rc": { "delta_abs": 0.040892193308550207, "delta_rel": 0.15942028985507256 }, "lsat-lr": { "delta_abs": 0.0431372549019608, "delta_rel": 0.20000000000000004 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "google/gemma-2b" }
{ "logiqa": { "delta_abs": 0.0015974440894568342, "delta_rel": 0.00591715976331348 }, "logiqa2": { "delta_abs": 0.01590330788804073, "delta_rel": 0.062034739454094365 }, "lsat-ar": { "delta_abs": 0.008695652173913049, "delta_rel": 0.03636363636363638 }, "lsat-rc": { "delta_abs": 0.0446096654275093, "delta_rel": 0.25000000000000006 }, "lsat-lr": { "delta_abs": 0.0058823529411764774, "delta_rel": 0.02884615384615388 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "google/gemma-7b-it" }
{ "logiqa": { "delta_abs": 0.06549520766773162, "delta_rel": 0.28082191780821913 }, "logiqa2": { "delta_abs": 0.07251908396946566, "delta_rel": 0.30645161290322587 }, "lsat-ar": { "delta_abs": 0.008695652173913021, "delta_rel": 0.04255319148936159 }, "lsat-rc": { "delta_abs": 0.13011152416356875, "delta_rel": 0.6730769230769229 }, "lsat-lr": { "delta_abs": 0.06862745098039216, "delta_rel": 0.35353535353535354 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "google/gemma-7b" }
{ "logiqa": { "delta_abs": 0.012779552715654952, "delta_rel": 0.0583941605839416 }, "logiqa2": { "delta_abs": 0.003180661577608157, "delta_rel": 0.015625000000000073 }, "lsat-ar": { "delta_abs": 0.004347826086956524, "delta_rel": 0.018867924528301896 }, "lsat-rc": { "delta_abs": 0.003717472118959092, "delta_rel": 0.020408163265306034 }, "lsat-lr": { "delta_abs": 0.009803921568627444, "delta_rel": 0.06756756756756752 } }
{ "model_dtype": "float16", "model_sha": "main", "model_name": "ibm/merlinite-7b" }
{ "logiqa": { "delta_abs": 0.038338658146964855, "delta_rel": 0.12435233160621761 }, "logiqa2": { "delta_abs": 0.01972010178117045, "delta_rel": 0.05605786618444837 }, "lsat-ar": { "delta_abs": 0.10434782608695653, "delta_rel": 0.6315789473684211 }, "lsat-rc": { "delta_abs": 0.07063197026022305, "delta_rel": 0.2183908045977012 }, "lsat-lr": { "delta_abs": 0.056862745098039236, "delta_rel": 0.2248062015503877 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "ichigoberry/pandafish-2-7b-32k" }
{ "logiqa": { "delta_abs": 0.025559105431309903, "delta_rel": 0.07692307692307693 }, "logiqa2": { "delta_abs": 0.060432569974554706, "delta_rel": 0.16101694915254236 }, "lsat-ar": { "delta_abs": 0.05652173913043479, "delta_rel": 0.28260869565217395 }, "lsat-rc": { "delta_abs": 0.10780669144981408, "delta_rel": 0.27884615384615374 }, "lsat-lr": { "delta_abs": 0.09411764705882353, "delta_rel": 0.34782608695652173 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "internlm/internlm2-7b" }
{ "logiqa": { "delta_abs": 0.03514376996805113, "delta_rel": 0.11640211640211645 }, "logiqa2": { "delta_abs": 0.07315521628498728, "delta_rel": 0.224609375 }, "lsat-ar": { "delta_abs": 0.04782608695652171, "delta_rel": 0.23404255319148923 }, "lsat-rc": { "delta_abs": 0.14498141263940517, "delta_rel": 0.4148936170212765 }, "lsat-lr": { "delta_abs": 0.05882352941176472, "delta_rel": 0.2054794520547946 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "internlm/internlm2-chat-20b" }
{ "logiqa": { "delta_abs": 0.08146964856230032, "delta_rel": 0.26153846153846155 }, "logiqa2": { "delta_abs": 0.17620865139949105, "delta_rel": 0.4893992932862189 }, "lsat-ar": { "delta_abs": 0.08260869565217391, "delta_rel": 0.40425531914893614 }, "lsat-rc": { "delta_abs": 0.241635687732342, "delta_rel": 0.5963302752293579 }, "lsat-lr": { "delta_abs": 0.22352941176470592, "delta_rel": 0.8201438848920866 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "internlm/internlm2-chat-7b" }
{ "logiqa": { "delta_abs": 0.04153354632587858, "delta_rel": 0.13265306122448975 }, "logiqa2": { "delta_abs": 0.10178117048346053, "delta_rel": 0.28268551236749107 }, "lsat-ar": { "delta_abs": 0.060869565217391314, "delta_rel": 0.29166666666666674 }, "lsat-rc": { "delta_abs": 0.21561338289962823, "delta_rel": 0.6041666666666666 }, "lsat-lr": { "delta_abs": 0.17450980392156862, "delta_rel": 0.6544117647058824 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "internlm/internlm2-math-20b" }
{ "logiqa": { "delta_abs": 0.02076677316293929, "delta_rel": 0.06632653061224487 }, "logiqa2": { "delta_abs": 0.05089058524173029, "delta_rel": 0.14760147601476017 }, "lsat-ar": { "delta_abs": 0.043478260869565244, "delta_rel": 0.1724137931034484 }, "lsat-rc": { "delta_abs": 0.12639405204460963, "delta_rel": 0.3617021276595743 }, "lsat-lr": { "delta_abs": 0.03333333333333338, "delta_rel": 0.09941520467836272 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "internlm/internlm2-math-7b" }
{ "logiqa": { "delta_abs": 0.025559105431309903, "delta_rel": 0.08205128205128205 }, "logiqa2": { "delta_abs": 0.059160305343511466, "delta_rel": 0.18489065606361835 }, "lsat-ar": { "delta_abs": 0.060869565217391314, "delta_rel": 0.36842105263157904 }, "lsat-rc": { "delta_abs": 0.06691449814126393, "delta_rel": 0.19999999999999996 }, "lsat-lr": { "delta_abs": 0.0784313725490196, "delta_rel": 0.3333333333333333 } }
{ "model_dtype": "float16", "model_sha": "main", "model_name": "meta-llama/Llama-2-13b-chat-hf" }
{ "logiqa": { "delta_abs": 0.015974440894568676, "delta_rel": 0.05235602094240833 }, "logiqa2": { "delta_abs": 0.01844783715012721, "delta_rel": 0.05482041587901697 }, "lsat-ar": { "delta_abs": 0.05217391304347824, "delta_rel": 0.2608695652173912 }, "lsat-rc": { "delta_abs": 0.07063197026022305, "delta_rel": 0.2435897435897436 }, "lsat-lr": { "delta_abs": 0.025490196078431393, "delta_rel": 0.09489051094890519 } }
{ "model_dtype": "float16", "model_sha": "main", "model_name": "meta-llama/Llama-2-13b-hf" }
{ "logiqa": { "delta_abs": 0.007987220447284338, "delta_rel": 0.027472527472527448 }, "logiqa2": { "delta_abs": 0.019720101781170507, "delta_rel": 0.06783369803063466 }, "lsat-ar": { "delta_abs": 0.03043478260869567, "delta_rel": 0.1400000000000001 }, "lsat-rc": { "delta_abs": 0.03345724907063197, "delta_rel": 0.10843373493975902 }, "lsat-lr": { "delta_abs": 0.031372549019607815, "delta_rel": 0.13913043478260856 } }
{ "model_dtype": "float16", "model_sha": "main", "model_name": "meta-llama/Llama-2-70b-chat-hf" }
{ "logiqa": { "delta_abs": 0.04472843450479236, "delta_rel": 0.1379310344827587 }, "logiqa2": { "delta_abs": 0.05661577608142493, "delta_rel": 0.14285714285714285 }, "lsat-ar": { "delta_abs": 0.004347826086956497, "delta_rel": 0.017543859649122705 }, "lsat-rc": { "delta_abs": 0.14498141263940523, "delta_rel": 0.3545454545454546 }, "lsat-lr": { "delta_abs": 0.11568627450980395, "delta_rel": 0.31891891891891905 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "meta-llama/Llama-2-70b-hf" }
{ "logiqa": { "delta_abs": 0.0063897763578275035, "delta_rel": 0.01980198019801989 }, "logiqa2": { "delta_abs": -0.01653944020356235, "delta_rel": -0.04220779220779223 }, "lsat-ar": { "delta_abs": 0.026086956521739146, "delta_rel": 0.12244897959183682 }, "lsat-rc": { "delta_abs": -0.07063197026022305, "delta_rel": -0.16379310344827588 }, "lsat-lr": { "delta_abs": -0.0117647058823529, "delta_rel": -0.03370786516853921 } }
{ "model_dtype": "float16", "model_sha": "main", "model_name": "meta-llama/Llama-2-7b-hf" }
{ "logiqa": { "delta_abs": 0.007987220447284338, "delta_rel": 0.032258064516129004 }, "logiqa2": { "delta_abs": 0.005089058524173018, "delta_rel": 0.02005012531328317 }, "lsat-ar": { "delta_abs": 0.04782608695652174, "delta_rel": 0.28205128205128205 }, "lsat-rc": { "delta_abs": -0.0037174721189591198, "delta_rel": -0.015151515151515199 }, "lsat-lr": { "delta_abs": 0.013725490196078438, "delta_rel": 0.06930693069306934 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "meta-llama/Llama-3.2-1B-Instruct" }
{ "logiqa": { "delta_abs": 0.025559105431309903, "delta_rel": 0.09302325581395347 }, "logiqa2": { "delta_abs": 0.008905852417302795, "delta_rel": 0.03278688524590163 }, "lsat-ar": { "delta_abs": -0.013043478260869573, "delta_rel": -0.0535714285714286 }, "lsat-rc": { "delta_abs": 0.05947955390334575, "delta_rel": 0.2666666666666668 }, "lsat-lr": { "delta_abs": 0.07254901960784316, "delta_rel": 0.3557692307692309 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "meta-llama/Llama-3.2-3B-Instruct" }
{ "logiqa": { "delta_abs": 0.04153354632587858, "delta_rel": 0.13612565445026173 }, "logiqa2": { "delta_abs": 0.08651399491094147, "delta_rel": 0.2615384615384615 }, "lsat-ar": { "delta_abs": 0.03043478260869567, "delta_rel": 0.14583333333333343 }, "lsat-rc": { "delta_abs": 0.14869888475836435, "delta_rel": 0.4651162790697676 }, "lsat-lr": { "delta_abs": 0.11372549019607842, "delta_rel": 0.4055944055944055 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "meta-llama/Meta-Llama-3-70B-Instruct" }
{ "logiqa": { "delta_abs": 0.09105431309904155, "delta_rel": 0.24568965517241384 }, "logiqa2": { "delta_abs": 0.150763358778626, "delta_rel": 0.29079754601227004 }, "lsat-ar": { "delta_abs": 0.021739130434782594, "delta_rel": 0.07812499999999994 }, "lsat-rc": { "delta_abs": 0.20817843866171004, "delta_rel": 0.32748538011695905 }, "lsat-lr": { "delta_abs": 0.22745098039215694, "delta_rel": 0.3972602739726029 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "meta-llama/Meta-Llama-3-70B" }
{ "logiqa": { "delta_abs": 0.038338658146964855, "delta_rel": 0.09917355371900825 }, "logiqa2": { "delta_abs": 0.07315521628498733, "delta_rel": 0.14877102199223816 }, "lsat-ar": { "delta_abs": 0.08260869565217391, "delta_rel": 0.3958333333333333 }, "lsat-rc": { "delta_abs": 0.14498141263940523, "delta_rel": 0.26896551724137935 }, "lsat-lr": { "delta_abs": 0.1274509803921569, "delta_rel": 0.2600000000000001 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "meta-llama/Meta-Llama-3-8B-Instruct" }
{ "logiqa": { "delta_abs": 0.08146964856230032, "delta_rel": 0.27272727272727276 }, "logiqa2": { "delta_abs": 0.12468193384223919, "delta_rel": 0.37051039697542537 }, "lsat-ar": { "delta_abs": 0.08260869565217391, "delta_rel": 0.40425531914893614 }, "lsat-rc": { "delta_abs": 0.25650557620817843, "delta_rel": 0.7752808988764045 }, "lsat-lr": { "delta_abs": 0.19215686274509808, "delta_rel": 0.753846153846154 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "meta-llama/Meta-Llama-3-8B" }
{ "logiqa": { "delta_abs": -0.03354632587859424, "delta_rel": -0.10824742268041235 }, "logiqa2": { "delta_abs": -0.0019083969465649164, "delta_rel": -0.005847953216374363 }, "lsat-ar": { "delta_abs": 0, "delta_rel": 0 }, "lsat-rc": { "delta_abs": -0.10780669144981414, "delta_rel": -0.27884615384615385 }, "lsat-lr": { "delta_abs": 0.011764705882352927, "delta_rel": 0.04838709677419349 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "meta-llama/Meta-Llama-3.1-70B-Instruct" }
{ "logiqa": { "delta_abs": 0.05431309904153353, "delta_rel": 0.13127413127413123 }, "logiqa2": { "delta_abs": 0.14185750636132322, "delta_rel": 0.2569124423963135 }, "lsat-ar": { "delta_abs": 0.03913043478260869, "delta_rel": 0.13235294117647056 }, "lsat-rc": { "delta_abs": 0.23420074349442377, "delta_rel": 0.3818181818181818 }, "lsat-lr": { "delta_abs": 0.19999999999999996, "delta_rel": 0.3399999999999999 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "meta-llama/Meta-Llama-3.1-8B-Instruct" }
{ "logiqa": { "delta_abs": 0.059105431309904144, "delta_rel": 0.17788461538461536 }, "logiqa2": { "delta_abs": 0.1552162849872774, "delta_rel": 0.42141623488773766 }, "lsat-ar": { "delta_abs": 0.1173913043478261, "delta_rel": 0.7297297297297299 }, "lsat-rc": { "delta_abs": 0.275092936802974, "delta_rel": 0.7184466019417476 }, "lsat-lr": { "delta_abs": 0.2078431372549019, "delta_rel": 0.6794871794871792 } }
{ "model_dtype": "float16", "model_sha": "main", "model_name": "microsoft/Orca-2-13b" }
{ "logiqa": { "delta_abs": 0.019169329073482455, "delta_rel": 0.05940594059405949 }, "logiqa2": { "delta_abs": 0.04580152671755727, "delta_rel": 0.12307692307692314 }, "lsat-ar": { "delta_abs": 0.013043478260869545, "delta_rel": 0.05454545454545446 }, "lsat-rc": { "delta_abs": 0, "delta_rel": 0 }, "lsat-lr": { "delta_abs": 0.0784313725490196, "delta_rel": 0.26490066225165565 } }
{ "model_dtype": "float16", "model_sha": "main", "model_name": "microsoft/Orca-2-7b" }
{ "logiqa": { "delta_abs": 0.023961661341853013, "delta_rel": 0.07772020725388594 }, "logiqa2": { "delta_abs": 0.03944020356234096, "delta_rel": 0.1121157323688969 }, "lsat-ar": { "delta_abs": 0.04782608695652177, "delta_rel": 0.22000000000000014 }, "lsat-rc": { "delta_abs": 0.026022304832713727, "delta_rel": 0.06862745098039208 }, "lsat-lr": { "delta_abs": 0.03725490196078429, "delta_rel": 0.14074074074074067 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "microsoft/Phi-3-medium-4k-instruct" }
{ "logiqa": { "delta_abs": 0.04313099041533547, "delta_rel": 0.11894273127753306 }, "logiqa2": { "delta_abs": 0.05343511450381677, "delta_rel": 0.11305518169582768 }, "lsat-ar": { "delta_abs": -0.004347826086956524, "delta_rel": -0.017543859649122816 }, "lsat-rc": { "delta_abs": 0.137546468401487, "delta_rel": 0.2720588235294118 }, "lsat-lr": { "delta_abs": 0.06666666666666665, "delta_rel": 0.139917695473251 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "microsoft/Phi-3-mini-4k-instruct" }
{ "logiqa": { "delta_abs": 0.052715654952076696, "delta_rel": 0.17187500000000006 }, "logiqa2": { "delta_abs": 0.1253180661577608, "delta_rel": 0.3486725663716814 }, "lsat-ar": { "delta_abs": 0.06521739130434781, "delta_rel": 0.29999999999999993 }, "lsat-rc": { "delta_abs": 0.14869888475836435, "delta_rel": 0.3669724770642203 }, "lsat-lr": { "delta_abs": 0.16862745098039217, "delta_rel": 0.6187050359712232 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "microsoft/Phi-3-small-8k-instruct" }
{ "logiqa": { "delta_abs": 0.035143769968051075, "delta_rel": 0.09523809523809512 }, "logiqa2": { "delta_abs": 0.12849872773536897, "delta_rel": 0.2919075144508671 }, "lsat-ar": { "delta_abs": 0.0304347826086957, "delta_rel": 0.10769230769230786 }, "lsat-rc": { "delta_abs": 0.19702602230483268, "delta_rel": 0.43801652892561976 }, "lsat-lr": { "delta_abs": 0.17843137254901964, "delta_rel": 0.4312796208530807 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "microsoft/Phi-3.5-MoE-instruct" }
{ "logiqa": { "delta_abs": 0.08466453674121405, "delta_rel": 0.25603864734299514 }, "logiqa2": { "delta_abs": 0.15139949109414752, "delta_rel": 0.3672839506172838 }, "lsat-ar": { "delta_abs": 0.07826086956521738, "delta_rel": 0.3529411764705882 }, "lsat-rc": { "delta_abs": 0.1672862453531599, "delta_rel": 0.33582089552238814 }, "lsat-lr": { "delta_abs": 0.17254901960784308, "delta_rel": 0.46315789473684194 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "microsoft/Phi-3.5-mini-instruct" }
{ "logiqa": { "delta_abs": 0.0591054313099042, "delta_rel": 0.19072164948453624 }, "logiqa2": { "delta_abs": 0.06234096692111957, "delta_rel": 0.1666666666666666 }, "lsat-ar": { "delta_abs": 0.03913043478260869, "delta_rel": 0.16981132075471697 }, "lsat-rc": { "delta_abs": 0.11524163568773238, "delta_rel": 0.27678571428571436 }, "lsat-lr": { "delta_abs": 0.10392156862745094, "delta_rel": 0.33544303797468344 } }
{ "model_dtype": "float16", "model_sha": "main", "model_name": "microsoft/phi-2" }
{ "logiqa": { "delta_abs": 0.06230031948881787, "delta_rel": 0.2142857142857142 }, "logiqa2": { "delta_abs": 0.08651399491094147, "delta_rel": 0.2943722943722944 }, "lsat-ar": { "delta_abs": 0.034782608695652195, "delta_rel": 0.15686274509803932 }, "lsat-rc": { "delta_abs": 0.1301115241635688, "delta_rel": 0.48611111111111127 }, "lsat-lr": { "delta_abs": 0.09019607843137256, "delta_rel": 0.3898305084745763 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "mistralai/Ministral-8B-Instruct-2410" }
{ "logiqa": { "delta_abs": 0.04792332268370608, "delta_rel": 0.15384615384615388 }, "logiqa2": { "delta_abs": 0.13549618320610685, "delta_rel": 0.37967914438502665 }, "lsat-ar": { "delta_abs": 0.039130434782608664, "delta_rel": 0.16666666666666652 }, "lsat-rc": { "delta_abs": 0.23048327137546465, "delta_rel": 0.6526315789473682 }, "lsat-lr": { "delta_abs": 0.18627450980392157, "delta_rel": 0.6012658227848101 } }
{ "model_dtype": "float16", "model_sha": "main", "model_name": "mistralai/Mistral-7B-Instruct-v0.2" }
{ "logiqa": { "delta_abs": 0.05271565495207664, "delta_rel": 0.17553191489361689 }, "logiqa2": { "delta_abs": 0.06424936386768448, "delta_rel": 0.18198198198198198 }, "lsat-ar": { "delta_abs": 0.030434782608695643, "delta_rel": 0.13725490196078427 }, "lsat-rc": { "delta_abs": 0.11152416356877326, "delta_rel": 0.2727272727272728 }, "lsat-lr": { "delta_abs": 0.11176470588235299, "delta_rel": 0.38775510204081653 } }
{ "model_dtype": "bfloat16", "model_sha": "main", "model_name": "mistralai/Mistral-7B-Instruct-v0.3" }
{ "logiqa": { "delta_abs": 0.015974440894568676, "delta_rel": 0.04566210045662097 }, "logiqa2": { "delta_abs": 0.05216284987277353, "delta_rel": 0.12368024132730014 }, "lsat-ar": { "delta_abs": 0.008695652173913049, "delta_rel": 0.03508771929824563 }, "lsat-rc": { "delta_abs": 0.11895910780669144, "delta_rel": 0.2711864406779661 }, "lsat-lr": { "delta_abs": 0.1215686274509804, "delta_rel": 0.3734939759036145 } }

No dataset card yet

Downloads last month
8,475