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Tasks Version Filter n-shot Metric Value Stderr
arc_challenge 1 none 25 acc 0.1800 ± 0.0112
none 25 acc_norm 0.2218 ± 0.0121
truthfulqa_mc2 2 none 0 acc 0.4504 ± 0.0155
winogrande 1 none 5 acc 0.502 ± 0.0141
hellaswag 1 none 10 acc 0.2726 ± 0.0044
none 10 acc_norm 0.2797 ± 0.0045
gsm8k 3 strict-match 5 exact_match 0.0091 ± 0.0026
flexible-extract 5 exact_match 0.0152 ± 0.0034

MMLU (0.26217543859649123, 0.004475258065090056)

Tasks Version Filter n-shot Metric Value Stderr
world_religions 0 none 5 acc 0.2164 ± 0.0316
virology 0 none 5 acc 0.1988 ± 0.0311
us_foreign_policy 0 none 5 acc 0.3200 ± 0.0469
sociology 0 none 5 acc 0.2338 ± 0.0299
security_studies 0 none 5 acc 0.2367 ± 0.0272
public_relations 0 none 5 acc 0.2455 ± 0.0412
professional_psychology 0 none 5 acc 0.2467 ± 0.0174
professional_medicine 0 none 5 acc 0.4412 ± 0.0302
professional_law 0 none 5 acc 0.2666 ± 0.0113
professional_accounting 0 none 5 acc 0.2553 ± 0.0260
prehistory 0 none 5 acc 0.2870 ± 0.0252
philosophy 0 none 5 acc 0.3023 ± 0.0261
nutrition 0 none 5 acc 0.2157 ± 0.0236
moral_scenarios 0 none 5 acc 0.2469 ± 0.0144
moral_disputes 0 none 5 acc 0.2168 ± 0.0222
miscellaneous 0 none 5 acc 0.2720 ± 0.0159
medical_genetics 0 none 5 acc 0.3000 ± 0.0461
marketing 0 none 5 acc 0.1966 ± 0.0260
management 0 none 5 acc 0.1942 ± 0.0392
machine_learning 0 none 5 acc 0.2411 ± 0.0406
logical_fallacies 0 none 5 acc 0.2331 ± 0.0332
jurisprudence 0 none 5 acc 0.2130 ± 0.0396
international_law 0 none 5 acc 0.3554 ± 0.0437
human_sexuality 0 none 5 acc 0.2824 ± 0.0395
human_aging 0 none 5 acc 0.3139 ± 0.0311
high_school_world_history 0 none 5 acc 0.2489 ± 0.0281
high_school_us_history 0 none 5 acc 0.2157 ± 0.0289
high_school_statistics 0 none 5 acc 0.4722 ± 0.0340
high_school_psychology 0 none 5 acc 0.2055 ± 0.0173
high_school_physics 0 none 5 acc 0.3113 ± 0.0378
high_school_microeconomics 0 none 5 acc 0.2857 ± 0.0293
high_school_mathematics 0 none 5 acc 0.2667 ± 0.0270
high_school_macroeconomics 0 none 5 acc 0.2179 ± 0.0209
high_school_government_and_politics 0 none 5 acc 0.2539 ± 0.0314
high_school_geography 0 none 5 acc 0.2475 ± 0.0307
high_school_european_history 0 none 5 acc 0.2606 ± 0.0343
high_school_computer_science 0 none 5 acc 0.2000 ± 0.0402
high_school_chemistry 0 none 5 acc 0.2857 ± 0.0318
high_school_biology 0 none 5 acc 0.3161 ± 0.0265
global_facts 0 none 5 acc 0.3100 ± 0.0465
formal_logic 0 none 5 acc 0.1508 ± 0.0320
elementary_mathematics 0 none 5 acc 0.2566 ± 0.0225
electrical_engineering 0 none 5 acc 0.2414 ± 0.0357
econometrics 0 none 5 acc 0.2456 ± 0.0405
conceptual_physics 0 none 5 acc 0.2979 ± 0.0299
computer_security 0 none 5 acc 0.1600 ± 0.0368
college_physics 0 none 5 acc 0.3039 ± 0.0458
college_medicine 0 none 5 acc 0.2254 ± 0.0319
college_mathematics 0 none 5 acc 0.2300 ± 0.0423
college_computer_science 0 none 5 acc 0.3300 ± 0.0473
college_chemistry 0 none 5 acc 0.4200 ± 0.0496
college_biology 0 none 5 acc 0.2500 ± 0.0362
clinical_knowledge 0 none 5 acc 0.2189 ± 0.0254
business_ethics 0 none 5 acc 0.2100 ± 0.0409
astronomy 0 none 5 acc 0.1711 ± 0.0306
anatomy 0 none 5 acc 0.3333 ± 0.0407
abstract_algebra 0 none 5 acc 0.2700 ± 0.0446

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