open-llm-leaderboard/details_huashiyiqike__testmodel

该数据集是在Open LLM Leaderboard上对模型huashiyiqike/testmodel进行评估时自动创建的。数据集由64个配置组成，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，还有一个名为results的配置，存储了所有运行的聚合结果，并用于在Open LLM Leaderboard上计算和显示聚合指标。

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 huashiyiqike/testmodel 在 Open LLM Leaderboard 上的运行过程中自动创建的。

数据集结构

• 数据集包含 64 个配置，每个配置对应一个评估任务。
• 数据集从 2 次运行中创建，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。
• 额外的配置 "results" 存储所有运行的聚合结果，用于计算和显示聚合指标在 Open LLM Leaderboard 上。

数据加载示例

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

最新结果

以下是 2023-09-17T09:22:21.372556 运行的最新结果： python { "all": { "em": 0.0008389261744966443, "em_stderr": 0.00029649629898012493, "f1": 0.026885486577181286, "f1_stderr": 0.0009984003779091447, "acc": 0.2509865824782952, "acc_stderr": 0.007026188129612818 }, "harness|drop|3": { "em": 0.0008389261744966443, "em_stderr": 0.00029649629898012493, "f1": 0.026885486577181286, "f1_stderr": 0.0009984003779091447 }, "harness|gsm8k|5": { "acc": 0.0, "acc_stderr": 0.0 }, "harness|winogrande|5": { "acc": 0.5019731649565904, "acc_stderr": 0.014052376259225636 } }

配置详情

以下是部分配置及其数据文件路径：

• config_name: harness_arc_challenge_25

  • split: 2023_08_22T12_51_27.417850
    • path: **/details_harness|arc:challenge|25_2023-08-22T12:51:27.417850.parquet
  • split: latest
    • path: **/details_harness|arc:challenge|25_2023-08-22T12:51:27.417850.parquet

• config_name: harness_drop_3

  • split: 2023_09_17T09_22_21.372556
    • path: **/details_harness|drop|3_2023-09-17T09-22-21.372556.parquet
  • split: latest
    • path: **/details_harness|drop|3_2023-09-17T09-22-21.372556.parquet

• config_name: harness_gsm8k_5

  • split: 2023_09_17T09_22_21.372556
    • path: **/details_harness|gsm8k|5_2023-09-17T09-22-21.372556.parquet
  • split: latest
    • path: **/details_harness|gsm8k|5_2023-09-17T09-22-21.372556.parquet

• config_name: harness_hellaswag_10

  • split: 2023_08_22T12_51_27.417850
    • path: **/details_harness|hellaswag|10_2023-08-22T12:51:27.417850.parquet
  • split: latest
    • path: **/details_harness|hellaswag|10_2023-08-22T12:51:27.417850.parquet

• config_name: harness_hendrycksTest_5

  • split: 2023_08_22T12_51_27.417850
    • path:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-management|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-professional_law|5_2023-08-22T12:51:27.417850.parquet
      • **/details_harness|hendrycksTest-professional_medicine|5_2023-08-22T12: