open-llm-leaderboard-old/details_TheSkullery__Aura-llama-v1

该数据集是在评估模型TheSkullery/Aura-llama-v1时自动创建的，包含63个配置，每个配置对应一个评估任务。数据集由1次运行生成，每次运行的结果存储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，用于计算和显示在Open LLM Leaderboard上的聚合指标。

原始信息汇总

数据集概述

该数据集是在评估模型 TheSkullery/Aura-llama-v1 在 Open LLM Leaderboard 上的自动创建的。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" 分割总是指向最新的结果。

数据集结构

配置

• config_name: harness_arc_challenge_25

  • split: 2024_04_19T08_28_30.474791
    • path: **/details_harness|arc:challenge|25_2024-04-19T08-28-30.474791.parquet
  • split: latest
    • path: **/details_harness|arc:challenge|25_2024-04-19T08-28-30.474791.parquet

• config_name: harness_gsm8k_5

  • split: 2024_04_19T08_28_30.474791
    • path: **/details_harness|gsm8k|5_2024-04-19T08-28-30.474791.parquet
  • split: latest
    • path: **/details_harness|gsm8k|5_2024-04-19T08-28-30.474791.parquet

• config_name: harness_hellaswag_10

  • split: 2024_04_19T08_28_30.474791
    • path: **/details_harness|hellaswag|10_2024-04-19T08-28-30.474791.parquet
  • split: latest
    • path: **/details_harness|hellaswag|10_2024-04-19T08-28-30.474791.parquet

• config_name: harness_hendrycksTest_5

  • split: 2024_04_19T08_28_30.474791
    • path:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2024-04-19T08-28-30.474791.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2024-04-19T08-28-30.474791.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2024-04-19T08-28-30.474791.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2024-04-19T08-28-30.474791.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-04-19T08-28-30.474791.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2024-04-19T08-28-30.474791.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2024-04-19T08-28-30.474791.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2024-04-19T08-28-30.474791.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2024-04-19T08-28-30.474791.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2024-04-19T08-28-30.474791.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2024-04-19T08-28-30.474791.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2024-04-19T08-28-30.474791.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2024-04-19T08-28-30.474791.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2024-04-19T08-28-30.474791.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2024-04-19T08-28-30.474791.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-04-19T08-28-30.474791.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2024-04-19T08-28-30.474791.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2024-04-19T08-28-30.474791.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2024-04-19T08-28-30.474791.parquet
      • ...

最新结果

以下是 2024-04-19T08:28:30.474791 运行的最新结果：

python { "all": { "acc": 0.23481441371424103, "acc_stderr": 0.030052652051501406, "acc_norm": 0.23498077221468053, "acc_norm_stderr": 0.030848609840463354, "mc1": 0.22888616891064872, "mc1_stderr": 0.014706994909055027, "mc2": 0.4820956273421927, "mc2_stderr": 0.01652257723276049 }, "harness|arc:challenge|25": { "acc": 0.19965870307167236, "acc_stderr": 0.011681625756888664, "acc_norm": 0.2440273037542662, "acc_norm_stderr": 0.01255144762785626 }, "harness|hellaswag|10": { "acc": 0.2550288787094204, "acc_stderr": 0.004349866376068981, "acc_norm": 0.2615016928898626, "acc_norm_stderr": 0.0043855444871439145 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.22, "acc_stderr": 0.04163331998932268, "acc_norm": 0.22, "acc_norm_stderr": 0.04163331998932268 }, "harness|hendrycksTest-anatomy|5": { "acc": 0.18518518518518517, "acc_stderr": 0.03355677216313142, "acc_norm": 0.18518518518518517, "acc_norm_stderr": 0.03355677216313142 }, "harness|hendrycksTest-astronomy|5": { "acc": 0.19078947368421054, "acc_stderr": 0.03197565821032499, "acc_norm": 0.19078947368421054, "acc_norm_stderr": 0.03197565821032499 }, "harness|hendrycksTest-business_ethics|5": { "acc": 0.3, "acc_stderr": 0.046056618647183814, "acc_norm": 0.3, "acc_norm_stderr": 0.046056618647183814 }, "harness|hendrycksTest-clinical_knowledge|5": { "acc": 0.21132075471698114, "acc_stderr": 0.025125766484827845, "acc_norm": 0.21132075471698114, "acc_norm_stderr": 0.025125766484827845 }, "harness|hendrycksTest-college_biology|5": { "acc": 0.2569444444444444, "acc_stderr": 0.03653946969442099, "acc_norm": 0.2569444444444444, "acc_norm_stderr": 0.03653946969442099 }, "harness|hendrycksTest-college_chemistry|5": { "acc": 0.2, "acc_stderr": 0.04020151261036845, "acc_norm": 0.2, "acc_norm_stderr": 0.04020151261036845 }, "harness|hendrycksTest-college_computer_science|5": { "acc": 0.26, "acc_stderr": 0.0440844002276808, "acc_norm": 0.26, "acc_norm_stderr": 0.0440844002276808 }, "harness|hendrycksTest-college_mathematics|5": { "acc": 0.3, "acc_stderr": 0.046056618647183814, "acc_norm": 0.3, "acc_norm_stderr": 0.046056618647183814 }, "harness|hendrycksTest-college_medicine|5": { "acc": 0.20809248554913296, "acc_stderr": 0.030952890217749874, "acc_norm": 0.20809248554913296, "acc_norm_stderr": 0.030952890217749874 }, "harness|hendrycksTest-college_physics|5": { "acc": 0.21568627450980393, "acc_stderr": 0.04092563958237654, "acc_norm": 0.21568627450980393, "acc_norm_stderr": 0.04092563958237654 }, "harness|hendrycksTest-computer_security|5": { "acc": 0.28, "acc_stderr": 0.045126085985421276, "acc_norm": 0.28, "acc_norm_stderr": 0.045126085985421276 }, "harness|hendrycksTest-conceptual_physics|5": { "acc": 0.26382978723404255, "acc_stderr": 0.028809989854102973, "acc_norm": 0.26382978723404255, "acc_norm_stderr": 0.028809989854102973 }, "harness|hendrycksTest-econometrics|5": { "acc": 0.23684210526315788, "acc_stderr": 0.039994238792813365, "acc_norm": 0.23684210526315788, "acc_norm_stderr": 0.039994238792813365 }, "harness|hendrycksTest-electrical_engineering|5": { "acc": 0.2413793103448276, "acc_stderr": 0.03565998174135302, "acc_norm": 0.2413793103448276, "acc_norm_stderr": 0.03565998174135302 }, "harness|hendrycksTest