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Model Description

Tasks Version Filter n-shot Metric Value Stderr
arc_challenge 1 none 25 acc 0.1775 ± 0.0112
none 25 acc_norm 0.2150 ± 0.0120
truthfulqa_mc2 2 none 0 acc 0.4571 ± 0.0154
winogrande 1 none 5 acc 0.5107 ± 0.014
hellaswag 1 none 10 acc 0.2735 ± 0.0044
none 10 acc_norm 0.2801 ± 0.0045
gsm8k 3 strict-match 5 exact_match 0.0030 ± 0.0015
flexible-extract 5 exact_match 0.0099 ± 0.0027

(0.25676491228070175, 0.004430608580958243)

Tasks Version Filter n-shot Metric Value Stderr
world_religions 0 none 5 acc 0.2281 ± 0.0322
virology 0 none 5 acc 0.2289 ± 0.0327
us_foreign_policy 0 none 5 acc 0.3000 ± 0.0461
sociology 0 none 5 acc 0.2438 ± 0.0304
security_studies 0 none 5 acc 0.2327 ± 0.0270
public_relations 0 none 5 acc 0.2091 ± 0.0390
professional_psychology 0 none 5 acc 0.2516 ± 0.0176
professional_medicine 0 none 5 acc 0.4522 ± 0.0302
professional_law 0 none 5 acc 0.2484 ± 0.0110
professional_accounting 0 none 5 acc 0.2518 ± 0.0259
prehistory 0 none 5 acc 0.2654 ± 0.0246
philosophy 0 none 5 acc 0.2315 ± 0.0240
nutrition 0 none 5 acc 0.2059 ± 0.0232
moral_scenarios 0 none 5 acc 0.2380 ± 0.0142
moral_disputes 0 none 5 acc 0.2486 ± 0.0233
miscellaneous 0 none 5 acc 0.2874 ± 0.0162
medical_genetics 0 none 5 acc 0.2900 ± 0.0456
marketing 0 none 5 acc 0.2009 ± 0.0262
management 0 none 5 acc 0.1845 ± 0.0384
machine_learning 0 none 5 acc 0.2857 ± 0.0429
logical_fallacies 0 none 5 acc 0.3190 ± 0.0366
jurisprudence 0 none 5 acc 0.2685 ± 0.0428
international_law 0 none 5 acc 0.2149 ± 0.0375
human_sexuality 0 none 5 acc 0.2137 ± 0.0360
human_aging 0 none 5 acc 0.2466 ± 0.0289
high_school_world_history 0 none 5 acc 0.2616 ± 0.0286
high_school_us_history 0 none 5 acc 0.2402 ± 0.0300
high_school_statistics 0 none 5 acc 0.4722 ± 0.0340
high_school_psychology 0 none 5 acc 0.2128 ± 0.0175
high_school_physics 0 none 5 acc 0.2781 ± 0.0366
high_school_microeconomics 0 none 5 acc 0.3067 ± 0.0300
high_school_mathematics 0 none 5 acc 0.2630 ± 0.0268
high_school_macroeconomics 0 none 5 acc 0.2590 ± 0.0222
high_school_government_and_politics 0 none 5 acc 0.3005 ± 0.0331
high_school_geography 0 none 5 acc 0.3030 ± 0.0327
high_school_european_history 0 none 5 acc 0.2667 ± 0.0345
high_school_computer_science 0 none 5 acc 0.2900 ± 0.0456
high_school_chemistry 0 none 5 acc 0.2956 ± 0.0321
high_school_biology 0 none 5 acc 0.2871 ± 0.0257
global_facts 0 none 5 acc 0.2600 ± 0.0441
formal_logic 0 none 5 acc 0.1667 ± 0.0333
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 0.2719 ± 0.0419
conceptual_physics 0 none 5 acc 0.3319 ± 0.0308
computer_security 0 none 5 acc 0.2000 ± 0.0402
college_physics 0 none 5 acc 0.1863 ± 0.0387
college_medicine 0 none 5 acc 0.1965 ± 0.0303
college_mathematics 0 none 5 acc 0.2700 ± 0.0446
college_computer_science 0 none 5 acc 0.2300 ± 0.0423
college_chemistry 0 none 5 acc 0.2000 ± 0.0402
college_biology 0 none 5 acc 0.2431 ± 0.0359
clinical_knowledge 0 none 5 acc 0.2226 ± 0.0256
business_ethics 0 none 5 acc 0.2100 ± 0.0409
astronomy 0 none 5 acc 0.1842 ± 0.0315
anatomy 0 none 5 acc 0.3407 ± 0.0409
abstract_algebra 0 none 5 acc 0.2400 ± 0.0429
  • Developed by: me
  • Funded by [optional]: nobody
  • Shared by [optional]: me
  • Model type: mistral
  • Language(s) (NLP): english (pile)
  • License: apache
  • Finetuned from model [optional]: none

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Carbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).

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