open-llm-leaderboard-old/details_AA051611__A0109

该数据集是在模型AA051611/A0109的评估运行期间自动创建的，用于Open LLM Leaderboard的评估。数据集由63个配置组成，每个配置对应一个评估任务。数据集从1次运行中创建，每次运行可以在每个配置中找到，分割以运行的时间戳命名。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，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

该数据集是在模型 AA051611/A0109 的评估运行期间自动创建的，用于 Open LLM Leaderboard。

数据集组成

• 数据集包含 63 个配置，每个配置对应一个评估任务。
• 数据集从 1 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 "results" 配置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_AA051611__A0109", "harness_winogrande_5", split="train")

最新结果

以下是 2024-01-10T22:51:38.710078 运行的最新结果：

python { "all": { "acc": 0.7407567577214127, "acc_stderr": 0.02891123266547812, "acc_norm": 0.7448114573240416, "acc_norm_stderr": 0.02946099457446571, "mc1": 0.401468788249694, "mc1_stderr": 0.017160273901693654, "mc2": 0.5874825775728433, "mc2_stderr": 0.015223229686825589 }, "harness|arc:challenge|25": { "acc": 0.6348122866894198, "acc_stderr": 0.014070265519268802, "acc_norm": 0.6655290102389079, "acc_norm_stderr": 0.013787460322441379 }, "harness|hellaswag|10": { "acc": 0.6547500497908784, "acc_stderr": 0.004744780201276635, "acc_norm": 0.847042421828321, "acc_norm_stderr": 0.0035921097436286183 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.41, "acc_stderr": 0.049431107042371025, "acc_norm": 0.41, "acc_norm_stderr": 0.049431107042371025 }, # 其他任务的结果... }

配置详情

• config_name: harness_arc_challenge_25

  • split: 2024_01_10T22_51_38.710078
    • path: **/details_harness|arc:challenge|25_2024-01-10T22-51-38.710078.parquet
  • split: latest
    • path: **/details_harness|arc:challenge|25_2024-01-10T22-51-38.710078.parquet

• config_name: harness_gsm8k_5

  • split: 2024_01_10T22_51_38.710078
    • path: **/details_harness|gsm8k|5_2024-01-10T22-51-38.710078.parquet
  • split: latest
    • path: **/details_harness|gsm8k|5_2024-01-10T22-51-38.710078.parquet

• config_name: harness_hellaswag_10

  • split: 2024_01_10T22_51_38.710078
    • path: **/details_harness|hellaswag|10_2024-01-10T22-51-38.710078.parquet
  • split: latest
    • path: **/details_harness|hellaswag|10_2024-01-10T22-51-38.710078.parquet

• config_name: harness_hendrycksTest_5

  • split: 2024_01_10T22_51_38.710078
    • path:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2024-01-10T22-51-38.710078.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2024-01-10T22-51-38.710078.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2024-01-10T22-51-38.710078.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2024-01-10T22-51-38.710078.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-01-10T22-51-38.710078.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2024-01-10T22-51-38.710078.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2024-01-10T22-51-38.710078.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2024-01-10T22-51-38.710078.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2024-01-10T22-51-38.710078.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2024-01-10T22-51-38.710078.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2024-01-10T22-51-38.710078.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2024-01-10T22-51-38.710078.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2024-01-10T22-51-38.710078.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2024-01-10T22-51-38.710078.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2024-01-10T22-51-38.710078.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-01-10T22-51-38.710078.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2024-01-10T22-51-38.710078.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2024-01-10T22-51-38.710078.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2024-01-10T22-51-38.710078.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2024-01-10T22-51-38.710078.parquet }