open-llm-leaderboard/details_cerebras__Cerebras-GPT-2.7B

该数据集是在评估模型cerebras/Cerebras-GPT-2.7B时自动创建的，主要用于在Open LLM Leaderboard上进行评估。数据集包含64个配置，每个配置对应一个评估任务。数据集由2次运行生成，每次运行的结果作为特定配置中的一个分割，分割名称使用运行的时间戳。train分割始终指向最新的结果。此外，results配置存储了所有运行的聚合结果，用于计算和显示Open LLM Leaderboard上的聚合指标。

原始信息汇总

数据集概述

数据集简介

该数据集是在评估模型 cerebras/Cerebras-GPT-2.7B 在 Open LLM Leaderboard 上的自动创建的。数据集包含64个配置，每个配置对应一个评估任务。

数据集结构

数据集由2次运行创建，每次运行可以在每个配置中找到特定的分割，分割名称使用运行的时间戳。"train" 分割始终指向最新的结果。

额外配置

一个额外的配置 "results" 存储所有运行的聚合结果，用于计算和显示 Open LLM Leaderboard 上的聚合指标。

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_cerebras__Cerebras-GPT-2.7B", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-15T22:31:27.618603 运行的最新结果： python { "all": { "em": 0.0010486577181208054, "em_stderr": 0.00033145814652192537, "f1": 0.045849412751678, "f1_stderr": 0.0011802883893565243, "acc": 0.27299268238536645, "acc_stderr": 0.007928850948897767 }, "harness|drop|3": { "em": 0.0010486577181208054, "em_stderr": 0.00033145814652192537, "f1": 0.045849412751678, "f1_stderr": 0.0011802883893565243 }, "harness|gsm8k|5": { "acc": 0.004548900682335102, "acc_stderr": 0.0018535550440036204 }, "harness|winogrande|5": { "acc": 0.5414364640883977, "acc_stderr": 0.014004146853791914 } }

配置详情

以下是数据集的配置详情：

配置列表

• harness_arc_challenge_25
• harness_drop_3
• harness_gsm8k_5
• harness_hellaswag_10
• harness_hendrycksTest_5
• harness_hendrycksTest_abstract_algebra_5
• harness_hendrycksTest_anatomy_5
• harness_hendrycksTest_astronomy_5
• harness_hendrycksTest_business_ethics_5
• harness_hendrycksTest_clinical_knowledge_5
• harness_hendrycksTest_college_biology_5
• harness_hendrycksTest_college_chemistry_5
• harness_hendrycksTest_college_computer_science_5
• harness_hendrycksTest_college_mathematics_5
• harness_hendrycksTest_college_medicine_5
• harness_hendrycksTest_college_physics_5
• harness_hendrycksTest_computer_security_5
• harness_hendrycksTest_conceptual_physics_5
• harness_hendrycksTest_econometrics_5
• harness_hendrycksTest_electrical_engineering_5
• harness_hendrycksTest_elementary_mathematics_5
• harness_hendrycksTest_formal_logic_5
• harness_hendrycksTest_global_facts_5
• harness_hendrycksTest_high_school_biology_5
• harness_hendrycksTest_high_school_chemistry_5
• harness_hendrycksTest_high_school_computer_science_5
• harness_hendrycksTest_high_school_european_history_5
• harness_hendrycksTest_high_school_geography_5
• harness_hendrycksTest_high_school_government_and_politics_5
• harness_hendrycksTest_high_school_macroeconomics_5
• harness_hendrycksTest_high_school_mathematics_5
• harness_hendrycksTest_high_school_microeconomics_5
• harness_hendrycksTest_high_school_physics_5
• harness_hendrycksTest_high_school_psychology_5
• harness_hendrycksTest_high_school_statistics_5
• harness_hendrycksTest_high_school_us_history_5
• harness_hendrycksTest_high_school_world_history_5
• harness_hendrycksTest_human_aging_5
• harness_hendrycksTest_human_sexuality_5
• harness_hendrycksTest_international_law_5
• harness_hendrycksTest_jurisprudence_5
• harness_hendrycksTest_logical_fallacies_5
• harness_hendrycksTest_machine_learning_5
• harness_hendrycksTest_management_5
• harness_hendrycksTest_marketing_5
• harness_hendrycksTest_medical_genetics_5
• harness_hendrycksTest_miscellaneous_5
• harness_hendrycksTest_moral_disputes_5
• harness_hendrycksTest_moral_scenarios_5
• harness_hendrycksTest_nutrition_5
• harness_hendrycksTest_philosophy_5
• harness_hendrycksTest_prehistory_5
• harness_hendrycksTest_professional_accounting_5
• harness_hendrycksTest_professional_law_5
• harness_hendrycksTest_professional_medicine_5
• harness_hendrycksTest_professional_psychology_5
• harness_hendrycksTest_public_relations_5
• harness_hendrycksTest_security_studies_5
• harness_hendrycksTest_sociology_5
• harness_hendrycksTest_us_foreign_policy_5
• harness_hendrycksTest_virology_5
• harness_hendrycksTest_world_religions_5

数据文件路径

每个配置包含多个数据文件路径，具体路径信息请参考原始文档。