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{
  "results": {
    "hendrycksTest-logical_fallacies": {
      "acc": 0.1656441717791411,
      "acc_stderr": 0.029208296231259104,
      "acc_norm": 0.2392638036809816,
      "acc_norm_stderr": 0.033519538795212696
    },
    "hendrycksTest-professional_medicine": {
      "acc": 0.24632352941176472,
      "acc_stderr": 0.02617343857052,
      "acc_norm": 0.27941176470588236,
      "acc_norm_stderr": 0.02725720260611495
    },
    "hendrycksTest-high_school_macroeconomics": {
      "acc": 0.21794871794871795,
      "acc_stderr": 0.020932445774463196,
      "acc_norm": 0.24358974358974358,
      "acc_norm_stderr": 0.02176373368417392
    },
    "hendrycksTest-global_facts": {
      "acc": 0.26,
      "acc_stderr": 0.04408440022768078,
      "acc_norm": 0.27,
      "acc_norm_stderr": 0.044619604333847394
    },
    "hendrycksTest-astronomy": {
      "acc": 0.18421052631578946,
      "acc_stderr": 0.031546980450822305,
      "acc_norm": 0.23684210526315788,
      "acc_norm_stderr": 0.03459777606810534
    },
    "arc_challenge": {
      "acc": 0.21416382252559726,
      "acc_stderr": 0.011988383205966503,
      "acc_norm": 0.24573378839590443,
      "acc_norm_stderr": 0.012581033453730107
    },
    "hendrycksTest-public_relations": {
      "acc": 0.2545454545454545,
      "acc_stderr": 0.041723430387053825,
      "acc_norm": 0.18181818181818182,
      "acc_norm_stderr": 0.03694284335337798
    },
    "crows_pairs_french_autre": {
      "likelihood_difference": 6.980769230769231,
      "likelihood_difference_stderr": 1.9266183337380198,
      "pct_stereotype": 0.38461538461538464,
      "pct_stereotype_stderr": 0.1404416814115811
    },
    "sciq": {
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      "acc_stderr": 0.012486268734370101,
      "acc_norm": 0.216,
      "acc_norm_stderr": 0.013019735539307789
    },
    "crows_pairs_english_physical_appearance": {
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      "likelihood_difference_stderr": 0.8507319313798797,
      "pct_stereotype": 0.5277777777777778,
      "pct_stereotype_stderr": 0.05924743948371487
    },
    "hendrycksTest-philosophy": {
      "acc": 0.2315112540192926,
      "acc_stderr": 0.023956532766639133,
      "acc_norm": 0.2958199356913183,
      "acc_norm_stderr": 0.025922371788818784
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    "hendrycksTest-clinical_knowledge": {
      "acc": 0.18867924528301888,
      "acc_stderr": 0.024079995130062207,
      "acc_norm": 0.2792452830188679,
      "acc_norm_stderr": 0.027611163402399715
    },
    "hendrycksTest-us_foreign_policy": {
      "acc": 0.22,
      "acc_stderr": 0.04163331998932269,
      "acc_norm": 0.24,
      "acc_norm_stderr": 0.04292346959909283
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    "crows_pairs_french": {
      "likelihood_difference": 10.009815705128204,
      "likelihood_difference_stderr": 0.23461076167668074,
      "pct_stereotype": 0.5688729874776386,
      "pct_stereotype_stderr": 0.012096877040229652
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    "hendrycksTest-machine_learning": {
      "acc": 0.3125,
      "acc_stderr": 0.043994650575715215,
      "acc_norm": 0.30357142857142855,
      "acc_norm_stderr": 0.04364226155841044
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    "crows_pairs_english_age": {
      "likelihood_difference": 3.833791208791209,
      "likelihood_difference_stderr": 0.6710082273353779,
      "pct_stereotype": 0.6593406593406593,
      "pct_stereotype_stderr": 0.049956709512768704
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    "crows_pairs_english_socioeconomic": {
      "likelihood_difference": 6.0629934210526315,
      "likelihood_difference_stderr": 0.5513724456968193,
      "pct_stereotype": 0.46842105263157896,
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    "hendrycksTest-human_sexuality": {
      "acc": 0.2595419847328244,
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      "acc_norm": 0.2595419847328244,
      "acc_norm_stderr": 0.03844876139785271
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    "hendrycksTest-conceptual_physics": {
      "acc": 0.2553191489361702,
      "acc_stderr": 0.0285048564705142,
      "acc_norm": 0.25957446808510637,
      "acc_norm_stderr": 0.02865917937429232
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    "hendrycksTest-nutrition": {
      "acc": 0.17973856209150327,
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      "acc_norm": 0.238562091503268,
      "acc_norm_stderr": 0.024404394928087877
    },
    "hendrycksTest-high_school_physics": {
      "acc": 0.17880794701986755,
      "acc_stderr": 0.031287448506007225,
      "acc_norm": 0.31125827814569534,
      "acc_norm_stderr": 0.03780445850526733
    },
    "hendrycksTest-college_medicine": {
      "acc": 0.20809248554913296,
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      "acc_norm": 0.2658959537572254,
      "acc_norm_stderr": 0.03368762932259431
    },
    "hendrycksTest-college_mathematics": {
      "acc": 0.18,
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      "acc_norm": 0.17,
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    "hendrycksTest-world_religions": {
      "acc": 0.19298245614035087,
      "acc_stderr": 0.03026745755489847,
      "acc_norm": 0.23391812865497075,
      "acc_norm_stderr": 0.03246721765117825
    },
    "crows_pairs_french_nationality": {
      "likelihood_difference": 10.067440711462451,
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      "pct_stereotype": 0.5652173913043478,
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    "crows_pairs_french_religion": {
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      "likelihood_difference_stderr": 0.9687298652457538,
      "pct_stereotype": 0.6086956521739131,
      "pct_stereotype_stderr": 0.045709346351117126
    },
    "hendrycksTest-professional_psychology": {
      "acc": 0.22058823529411764,
      "acc_stderr": 0.01677467236546854,
      "acc_norm": 0.23202614379084968,
      "acc_norm_stderr": 0.017077373377856992
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    "logiqa": {
      "acc": 0.22887864823348694,
      "acc_stderr": 0.01647810727631327,
      "acc_norm": 0.24731182795698925,
      "acc_norm_stderr": 0.016922842446712393
    },
    "hendrycksTest-college_computer_science": {
      "acc": 0.26,
      "acc_stderr": 0.04408440022768079,
      "acc_norm": 0.19,
      "acc_norm_stderr": 0.03942772444036624
    },
    "crows_pairs_french_gender": {
      "likelihood_difference": 7.706386292834891,
      "likelihood_difference_stderr": 0.4543245217978988,
      "pct_stereotype": 0.5358255451713395,
      "pct_stereotype_stderr": 0.027879009258377087
    },
    "crows_pairs_french_age": {
      "likelihood_difference": 5.891666666666667,
      "likelihood_difference_stderr": 0.7707794292317623,
      "pct_stereotype": 0.6444444444444445,
      "pct_stereotype_stderr": 0.05074011803597719
    },
    "hendrycksTest-high_school_geography": {
      "acc": 0.23737373737373738,
      "acc_stderr": 0.03031371053819888,
      "acc_norm": 0.2727272727272727,
      "acc_norm_stderr": 0.03173071239071724
    },
    "hendrycksTest-high_school_statistics": {
      "acc": 0.25,
      "acc_stderr": 0.029531221160930918,
      "acc_norm": 0.2916666666666667,
      "acc_norm_stderr": 0.030998666304560534
    },
    "hendrycksTest-international_law": {
      "acc": 0.08264462809917356,
      "acc_stderr": 0.02513538235660422,
      "acc_norm": 0.21487603305785125,
      "acc_norm_stderr": 0.037494924487096966
    },
    "hendrycksTest-professional_accounting": {
      "acc": 0.2765957446808511,
      "acc_stderr": 0.026684564340460997,
      "acc_norm": 0.2624113475177305,
      "acc_norm_stderr": 0.026244920349843007
    },
    "crows_pairs_english_nationality": {
      "likelihood_difference": 6.454716435185185,
      "likelihood_difference_stderr": 0.5388501876392606,
      "pct_stereotype": 0.4537037037037037,
      "pct_stereotype_stderr": 0.03395322726375797
    },
    "lambada_openai": {
      "ppl": 3681578.6002349453,
      "ppl_stderr": 359777.03680556506,
      "acc": 0.0,
      "acc_stderr": 0.0
    },
    "hendrycksTest-elementary_mathematics": {
      "acc": 0.23015873015873015,
      "acc_stderr": 0.02167921966369314,
      "acc_norm": 0.23809523809523808,
      "acc_norm_stderr": 0.021935878081184763
    },
    "hendrycksTest-jurisprudence": {
      "acc": 0.1574074074074074,
      "acc_stderr": 0.03520703990517965,
      "acc_norm": 0.25925925925925924,
      "acc_norm_stderr": 0.042365112580946315
    },
    "hendrycksTest-professional_law": {
      "acc": 0.23272490221642764,
      "acc_stderr": 0.010792595553888486,
      "acc_norm": 0.24185136897001303,
      "acc_norm_stderr": 0.01093655081382706
    },
    "wsc": {
      "acc": 0.6346153846153846,
      "acc_stderr": 0.0474473339327792
    },
    "arc_easy": {
      "acc": 0.27230639730639733,
      "acc_stderr": 0.009134218447652661,
      "acc_norm": 0.2521043771043771,
      "acc_norm_stderr": 0.008910024163218188
    },
    "hendrycksTest-security_studies": {
      "acc": 0.3142857142857143,
      "acc_stderr": 0.02971932942241746,
      "acc_norm": 0.19183673469387755,
      "acc_norm_stderr": 0.025206963154225378
    },
    "hendrycksTest-business_ethics": {
      "acc": 0.23,
      "acc_stderr": 0.04229525846816505,
      "acc_norm": 0.25,
      "acc_norm_stderr": 0.04351941398892446
    },
    "winogrande": {
      "acc": 0.49329123914759276,
      "acc_stderr": 0.014051220692330346
    },
    "crows_pairs_english_sexual_orientation": {
      "likelihood_difference": 5.842741935483871,
      "likelihood_difference_stderr": 0.7856648940316118,
      "pct_stereotype": 0.44086021505376344,
      "pct_stereotype_stderr": 0.051762678118979284
    },
    "crows_pairs_french_sexual_orientation": {
      "likelihood_difference": 14.893543956043956,
      "likelihood_difference_stderr": 1.025052251613424,
      "pct_stereotype": 0.7912087912087912,
      "pct_stereotype_stderr": 0.04284305206509431
    },
    "hendrycksTest-moral_disputes": {
      "acc": 0.23410404624277456,
      "acc_stderr": 0.022797110278071138,
      "acc_norm": 0.21098265895953758,
      "acc_norm_stderr": 0.021966309947043117
    },
    "piqa": {
      "acc": 0.5261153427638737,
      "acc_stderr": 0.011649900854263415,
      "acc_norm": 0.5217627856365615,
      "acc_norm_stderr": 0.011654768618560074
    },
    "hendrycksTest-high_school_psychology": {
      "acc": 0.25504587155963304,
      "acc_stderr": 0.018688500856535853,
      "acc_norm": 0.24587155963302754,
      "acc_norm_stderr": 0.018461940968708457
    },
    "crows_pairs_english_gender": {
      "likelihood_difference": 5.00556640625,
      "likelihood_difference_stderr": 0.5131457384215727,
      "pct_stereotype": 0.496875,
      "pct_stereotype_stderr": 0.02799407877242281
    },
    "hendrycksTest-high_school_biology": {
      "acc": 0.2129032258064516,
      "acc_stderr": 0.02328766512726855,
      "acc_norm": 0.22258064516129034,
      "acc_norm_stderr": 0.02366421667164251
    },
    "crows_pairs_english_race_color": {
      "likelihood_difference": 5.941806102362205,
      "likelihood_difference_stderr": 0.3648000613371286,
      "pct_stereotype": 0.36220472440944884,
      "pct_stereotype_stderr": 0.021345863339438092
    },
    "hendrycksTest-high_school_european_history": {
      "acc": 0.17575757575757575,
      "acc_stderr": 0.02972094300622445,
      "acc_norm": 0.18181818181818182,
      "acc_norm_stderr": 0.030117688929503585
    },
    "hendrycksTest-college_biology": {
      "acc": 0.2638888888888889,
      "acc_stderr": 0.03685651095897532,
      "acc_norm": 0.2638888888888889,
      "acc_norm_stderr": 0.03685651095897532
    },
    "crows_pairs_english_autre": {
      "likelihood_difference": 6.261363636363637,
      "likelihood_difference_stderr": 3.1768630246968392,
      "pct_stereotype": 0.45454545454545453,
      "pct_stereotype_stderr": 0.15745916432444335
    },
    "hendrycksTest-moral_scenarios": {
      "acc": 0.23798882681564246,
      "acc_stderr": 0.014242630070574915,
      "acc_norm": 0.27262569832402234,
      "acc_norm_stderr": 0.014893391735249588
    },
    "hendrycksTest-virology": {
      "acc": 0.1927710843373494,
      "acc_stderr": 0.030709824050565274,
      "acc_norm": 0.22289156626506024,
      "acc_norm_stderr": 0.03240004825594688
    },
    "hendrycksTest-sociology": {
      "acc": 0.25870646766169153,
      "acc_stderr": 0.030965903123573044,
      "acc_norm": 0.2736318407960199,
      "acc_norm_stderr": 0.03152439186555402
    },
    "hendrycksTest-college_chemistry": {
      "acc": 0.17,
      "acc_stderr": 0.0377525168068637,
      "acc_norm": 0.19,
      "acc_norm_stderr": 0.03942772444036623
    },
    "hendrycksTest-high_school_mathematics": {
      "acc": 0.24074074074074073,
      "acc_stderr": 0.026067159222275794,
      "acc_norm": 0.2814814814814815,
      "acc_norm_stderr": 0.027420019350945263
    },
    "hendrycksTest-human_aging": {
      "acc": 0.2825112107623318,
      "acc_stderr": 0.03021683101150878,
      "acc_norm": 0.273542600896861,
      "acc_norm_stderr": 0.029918586707798817
    },
    "hendrycksTest-marketing": {
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