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Tasks Version Filter n-shot Metric Value Stderr
arc_challenge 1 none 25 acc 0.2108 ± 0.0119
none 25 acc_norm 0.2423 ± 0.0125
truthfulqa_mc2 2 none 0 acc 0.4356 ± 0.0151
winogrande 1 none 5 acc 0.5138 ± 0.014
hellaswag 1 none 10 acc 0.2938 ± 0.0045
none 10 acc_norm 0.3242 ± 0.0047
gsm8k 3 strict-match 5 exact_match 0.0129 ± 0.0031
flexible-extract 5 exact_match 0.0197 ± 0.0038

MMLU (0.2649701754385965, 0.004451753262466369)

Tasks Version Filter n-shot Metric Value Stderr
world_religions 0 none 5 acc 0.2281 ± 0.0322
virology 0 none 5 acc 0.1747 ± 0.0296
us_foreign_policy 0 none 5 acc 0.2600 ± 0.0441
sociology 0 none 5 acc 0.2736 ± 0.0315
security_studies 0 none 5 acc 0.4000 ± 0.0314
public_relations 0 none 5 acc 0.2273 ± 0.0401
professional_psychology 0 none 5 acc 0.2467 ± 0.0174
professional_medicine 0 none 5 acc 0.4485 ± 0.0302
professional_law 0 none 5 acc 0.2490 ± 0.0110
professional_accounting 0 none 5 acc 0.2340 ± 0.0253
prehistory 0 none 5 acc 0.2315 ± 0.0235
philosophy 0 none 5 acc 0.2154 ± 0.0234
nutrition 0 none 5 acc 0.2516 ± 0.0248
moral_scenarios 0 none 5 acc 0.2536 ± 0.0146
moral_disputes 0 none 5 acc 0.1879 ± 0.0210
miscellaneous 0 none 5 acc 0.2197 ± 0.0148
medical_genetics 0 none 5 acc 0.1900 ± 0.0394
marketing 0 none 5 acc 0.1923 ± 0.0258
management 0 none 5 acc 0.3301 ± 0.0466
machine_learning 0 none 5 acc 0.1875 ± 0.0370
logical_fallacies 0 none 5 acc 0.2577 ± 0.0344
jurisprudence 0 none 5 acc 0.2222 ± 0.0402
international_law 0 none 5 acc 0.3802 ± 0.0443
human_sexuality 0 none 5 acc 0.2137 ± 0.0360
human_aging 0 none 5 acc 0.1121 ± 0.0212
high_school_world_history 0 none 5 acc 0.2743 ± 0.0290
high_school_us_history 0 none 5 acc 0.2353 ± 0.0298
high_school_statistics 0 none 5 acc 0.4722 ± 0.0340
high_school_psychology 0 none 5 acc 0.3358 ± 0.0202
high_school_physics 0 none 5 acc 0.3245 ± 0.0382
high_school_microeconomics 0 none 5 acc 0.2605 ± 0.0285
high_school_mathematics 0 none 5 acc 0.2741 ± 0.0272
high_school_macroeconomics 0 none 5 acc 0.3615 ± 0.0244
high_school_government_and_politics 0 none 5 acc 0.3679 ± 0.0348
high_school_geography 0 none 5 acc 0.3535 ± 0.0341
high_school_european_history 0 none 5 acc 0.2485 ± 0.0337
high_school_computer_science 0 none 5 acc 0.1600 ± 0.0368
high_school_chemistry 0 none 5 acc 0.2709 ± 0.0313
high_school_biology 0 none 5 acc 0.3032 ± 0.0261
global_facts 0 none 5 acc 0.2500 ± 0.0435
formal_logic 0 none 5 acc 0.1587 ± 0.0327
elementary_mathematics 0 none 5 acc 0.2857 ± 0.0233
electrical_engineering 0 none 5 acc 0.2483 ± 0.0360
econometrics 0 none 5 acc 0.2895 ± 0.0427
conceptual_physics 0 none 5 acc 0.2894 ± 0.0296
computer_security 0 none 5 acc 0.1900 ± 0.0394
college_physics 0 none 5 acc 0.2451 ± 0.0428
college_medicine 0 none 5 acc 0.2775 ± 0.0341
college_mathematics 0 none 5 acc 0.2800 ± 0.0451
college_computer_science 0 none 5 acc 0.2400 ± 0.0429
college_chemistry 0 none 5 acc 0.3300 ± 0.0473
college_biology 0 none 5 acc 0.2639 ± 0.0369
clinical_knowledge 0 none 5 acc 0.3094 ± 0.0285
business_ethics 0 none 5 acc 0.1900 ± 0.0394
astronomy 0 none 5 acc 0.2303 ± 0.0343
anatomy 0 none 5 acc 0.3259 ± 0.0405
abstract_algebra 0 none 5 acc 0.2700 ± 0.0446

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