open-llm-leaderboard/details_elliotthwang__elliott_Llama-2-7b-hf

该数据集是在Open LLM Leaderboard上对模型elliotthwang/elliott_Llama-2-7b-hf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，每次运行在每个配置中表示为特定的分割，分割名称由运行的时间戳命名。train分割始终指向最新的结果。此外，还有一个results配置存储了所有运行的聚合结果，用于在Open LLM Leaderboard上计算和显示指标。README还提供了如何使用Python中的`datasets`库加载数据集的示例，并包含了特定运行的最新结果。

原始信息汇总

数据集概述

该数据集是在评估模型 elliotthwang/elliott_Llama-2-7b-hf 在 Open LLM Leaderboard 上的运行过程中自动创建的。

数据集组成

• 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。
• 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。

加载数据集示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_elliotthwang__elliott_Llama-2-7b-hf", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-26T23:30:10.386120 运行的最新结果：

python { "all": { "em": 0.001153523489932886, "em_stderr": 0.00034761798968571027, "f1": 0.05575817953020141, "f1_stderr": 0.001306153544964195, "acc": 0.4026884110741377, "acc_stderr": 0.009681922567248534 }, "harness|drop|3": { "em": 0.001153523489932886, "em_stderr": 0.00034761798968571027, "f1": 0.05575817953020141, "f1_stderr": 0.001306153544964195 }, "harness|gsm8k|5": { "acc": 0.06899166034874905, "acc_stderr": 0.006980995834838602 }, "harness|winogrande|5": { "acc": 0.7363851617995264, "acc_stderr": 0.012382849299658464 } }

配置详情

• harness_arc_challenge_25

  • 分割: 2023_10_09T04_04_19.372525
    • 路径: **/details_harness|arc:challenge|25_2023-10-09T04-04-19.372525.parquet
  • 分割: latest
    • 路径: **/details_harness|arc:challenge|25_2023-10-09T04-04-19.372525.parquet

• harness_drop_3

  • 分割: 2023_10_26T23_30_10.386120
    • 路径: **/details_harness|drop|3_2023-10-26T23-30-10.386120.parquet
  • 分割: latest
    • 路径: **/details_harness|drop|3_2023-10-26T23-30-10.386120.parquet

• harness_gsm8k_5

  • 分割: 2023_10_26T23_30_10.386120
    • 路径: **/details_harness|gsm8k|5_2023-10-26T23-30-10.386120.parquet
  • 分割: latest
    • 路径: **/details_harness|gsm8k|5_2023-10-26T23-30-10.386120.parquet

• harness_hellaswag_10

  • 分割: 2023_10_09T04_04_19.372525
    • 路径: **/details_harness|hellaswag|10_2023-10-09T04-04-19.372525.parquet
  • 分割: latest
    • 路径: **/details_harness|hellaswag|10_2023-10-09T04-04-19.372525.parquet

• harness_hendrycksTest_5

  • 分割: 2023_10_09T04_04_19.372525
    • 路径:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-management|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-10-09T04-04-19.372525.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-10-09T04-04-19.372525.parquet
      • `**/details_harness|hendrycksTest-professional_law|5_2023-10-09T04-04-19.3725