---
license: apache-2.0
datasets:
- EleutherAI/the_pile_deduplicated
language:
- en
---
|    Tasks    |Version|Filter|n-shot| Metric |Value |   |Stderr|
|-------------|------:|------|-----:|--------|-----:|---|-----:|
|arc_challenge|      1|none  |    25|acc     |0.1775|±  |0.0112|
|             |       |none  |    25|acc_norm|0.2167|±  |0.0120|
|truthfulqa_mc2|      2|none  |     0|acc   |0.4689|±  |0.0156|
|winogrande|      1|none  |     5|acc   |0.5122|±  | 0.014|
|hellaswag|      1|none  |    10|acc     |0.2697|±  |0.0044|
|         |       |none  |    10|acc_norm|0.2827|±  |0.0045|


|               Tasks               |Version|Filter|n-shot|Metric|Value |   |Stderr|
|-----------------------------------|------:|------|-----:|------|-----:|---|-----:|
|abstract_algebra                   |      0|none  |     5|acc   |0.2200|±  |0.0416|
|anatomy                            |      0|none  |     5|acc   |0.3333|±  |0.0407|
|astronomy                          |      0|none  |     5|acc   |0.1776|±  |0.0311|
|business_ethics                    |      0|none  |     5|acc   |0.2100|±  |0.0409|
|clinical_knowledge                 |      0|none  |     5|acc   |0.2528|±  |0.0267|
|college_biology                    |      0|none  |     5|acc   |0.2778|±  |0.0375|
|college_chemistry                  |      0|none  |     5|acc   |0.1800|±  |0.0386|
|college_computer_science           |      0|none  |     5|acc   |0.1900|±  |0.0394|
|college_mathematics                |      0|none  |     5|acc   |0.2200|±  |0.0416|
|college_medicine                   |      0|none  |     5|acc   |0.1965|±  |0.0303|
|college_physics                    |      0|none  |     5|acc   |0.2451|±  |0.0428|
|computer_security                  |      0|none  |     5|acc   |0.2000|±  |0.0402|
|conceptual_physics                 |      0|none  |     5|acc   |0.2511|±  |0.0283|
|econometrics                       |      0|none  |     5|acc   |0.2719|±  |0.0419|
|electrical_engineering             |      0|none  |     5|acc   |0.2138|±  |0.0342|
|elementary_mathematics             |      0|none  |     5|acc   |0.2460|±  |0.0222|
|formal_logic                       |      0|none  |     5|acc   |0.1905|±  |0.0351|
|global_facts                       |      0|none  |     5|acc   |0.1500|±  |0.0359|
|high_school_biology                |      0|none  |     5|acc   |0.3000|±  |0.0261|
|high_school_chemistry              |      0|none  |     5|acc   |0.2562|±  |0.0307|
|high_school_computer_science       |      0|none  |     5|acc   |0.2800|±  |0.0451|
|high_school_european_history       |      0|none  |     5|acc   |0.2788|±  |0.0350|
|high_school_geography              |      0|none  |     5|acc   |0.3232|±  |0.0333|
|high_school_government_and_politics|      0|none  |     5|acc   |0.3212|±  |0.0337|
|high_school_macroeconomics         |      0|none  |     5|acc   |0.3308|±  |0.0239|
|high_school_mathematics            |      0|none  |     5|acc   |0.2593|±  |0.0267|
|high_school_microeconomics         |      0|none  |     5|acc   |0.2815|±  |0.0292|
|high_school_physics                |      0|none  |     5|acc   |0.2384|±  |0.0348|
|high_school_psychology             |      0|none  |     5|acc   |0.2716|±  |0.0191|
|high_school_statistics             |      0|none  |     5|acc   |0.4769|±  |0.0341|
|high_school_us_history             |      0|none  |     5|acc   |0.2598|±  |0.0308|
|high_school_world_history          |      0|none  |     5|acc   |0.2194|±  |0.0269|
|human_aging                        |      0|none  |     5|acc   |0.2197|±  |0.0278|
|human_sexuality                    |      0|none  |     5|acc   |0.2748|±  |0.0392|
|international_law                  |      0|none  |     5|acc   |0.3306|±  |0.0429|
|jurisprudence                      |      0|none  |     5|acc   |0.2130|±  |0.0396|
|logical_fallacies                  |      0|none  |     5|acc   |0.2331|±  |0.0332|
|machine_learning                   |      0|none  |     5|acc   |0.2232|±  |0.0395|
|management                         |      0|none  |     5|acc   |0.2039|±  |0.0399|
|marketing                          |      0|none  |     5|acc   |0.1966|±  |0.0260|
|medical_genetics                   |      0|none  |     5|acc   |0.3000|±  |0.0461|
|miscellaneous                      |      0|none  |     5|acc   |0.2580|±  |0.0156|
|moral_disputes                     |      0|none  |     5|acc   |0.1850|±  |0.0209|
|moral_scenarios                    |      0|none  |     5|acc   |0.2380|±  |0.0142|
|nutrition                          |      0|none  |     5|acc   |0.3039|±  |0.0263|
|philosophy                         |      0|none  |     5|acc   |0.1929|±  |0.0224|
|prehistory                         |      0|none  |     5|acc   |0.2160|±  |0.0229|
|professional_accounting            |      0|none  |     5|acc   |0.2518|±  |0.0259|
|professional_law                   |      0|none  |     5|acc   |0.2419|±  |0.0109|
|professional_medicine              |      0|none  |     5|acc   |0.4375|±  |0.0301|
|professional_psychology            |      0|none  |     5|acc   |0.2190|±  |0.0167|
|public_relations                   |      0|none  |     5|acc   |0.2273|±  |0.0401|
|security_studies                   |      0|none  |     5|acc   |0.3633|±  |0.0308|
|sociology                          |      0|none  |     5|acc   |0.2338|±  |0.0299|
|us_foreign_policy                  |      0|none  |     5|acc   |0.2900|±  |0.0456|
|virology                           |      0|none  |     5|acc   |0.2169|±  |0.0321|
|world_religions                    |      0|none  |     5|acc   |0.1930|±  |0.0303|