open-llm-leaderboard-old/details_Qwen__Qwen-72B

该数据集是在模型Qwen/Qwen-72B的评估运行期间自动创建的，用于在Open LLM Leaderboard上进行评估。数据集由62个配置组成，每个配置对应一个评估任务。数据集是从1次运行中创建的，每次运行都可以在每个配置的特定分割中找到，分割名称使用运行的时间戳命名。train分割始终指向最新的结果。此外，还有一个名为results的配置，存储了所有运行的聚合结果，并用于计算和显示Open LLM Leaderboard上的聚合指标。

原始信息汇总

数据集概述

数据集基本信息

• 名称: Evaluation run of Qwen/Qwen-72B
• 来源: 在模型 Qwen/Qwen-72B 的评估运行期间自动创建
• 平台: Open LLM Leaderboard

数据集结构

• 配置数量: 62个配置
• 每个配置对应: 一个评估任务
• 创建次数: 1次运行
• 分割命名: 使用运行的时间戳
• 训练分割: 始终指向最新结果

额外配置

• "results"配置: 存储所有运行结果的聚合，用于计算和显示聚合指标

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_Qwen__Qwen-72B", "harness_winogrande_5", split="train")

最新结果

• 最新结果来源: 2023-12-05T02:10:37.267059
• 结果示例: python { "all": { "acc": 0.7692238060042156, "acc_stderr": 0.027807291244956196, "acc_norm": 0.7731238892784332, "acc_norm_stderr": 0.028330728981592973, "mc1": 0.42717258261933905, "mc1_stderr": 0.017316834410963933, "mc2": 0.6019109516805667, "mc2_stderr": 0.014606562783785249 }, "harness|arc:challenge|25": { "acc": 0.6220136518771331, "acc_stderr": 0.0141696645203031, "acc_norm": 0.6518771331058021, "acc_norm_stderr": 0.01392100859517935 }, "harness|hellaswag|10": { "acc": 0.6684923322047401, "acc_stderr": 0.004697929774670292, "acc_norm": 0.8593905596494722, "acc_norm_stderr": 0.0034690778470563865 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.4, "acc_stderr": 0.049236596391733084, "acc_norm": 0.4, "acc_norm_stderr": 0.049236596391733084 },

  其他任务结果省略

}

配置详情

• 配置名称: harness_arc_challenge_25

  • 数据文件:
    • 分割: 2023_12_05T02_10_37.267059
      • 路径: **/details_harness|arc:challenge|25_2023-12-05T02-10-37.267059.parquet
    • 分割: latest
      • 路径: **/details_harness|arc:challenge|25_2023-12-05T02-10-37.267059.parquet

• 配置名称: harness_gsm8k_5

  • 数据文件:
    • 分割: 2023_12_05T02_10_37.267059
      • 路径: **/details_harness|gsm8k|5_2023-12-05T02-10-37.267059.parquet
    • 分割: latest
      • 路径: **/details_harness|gsm8k|5_2023-12-05T02-10-37.267059.parquet

• 配置名称: harness_hellaswag_10

  • 数据文件:
    • 分割: 2023_12_05T02_10_37.267059
      • 路径: **/details_harness|hellaswag|10_2023-12-05T02-10-37.267059.parquet
    • 分割: latest
      • 路径: **/details_harness|hellaswag|10_2023-12-05T02-10-37.267059.parquet

• 配置名称: harness_hendrycksTest_5

  • 数据文件:
    • 分割: 2023_12_05T02_10_37.267059
      • 路径:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-international_law|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-management|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-marketing|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-professional_law|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-professional_medicine|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-professional_psychology|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-public_relations|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-security_studies|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-sociology|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-us_foreign_policy|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-virology|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-world_religions|5_2023-12-05T02-10-37.267059.parquet
    • 分割: latest
      • 路径:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-international_law|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-management|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-marketing|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-professional_law|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-professional_medicine|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-professional_psychology|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-public_relations|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-security_studies|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-sociology|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-us_foreign_policy|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-virology|5_2023-12-05T02-10-37.267059.parquet
        • **/details_harness|hendrycksTest-world_religions|5_2023-12-05T02-10-37.267059.parquet