open-llm-leaderboard-old/details_wei123602__Llama-2-13b-FINETUNE4_TEST3

该数据集是在模型wei123602/Llama-2-13b-FINETUNE4_TEST3的评估运行期间自动创建的，用于Open LLM Leaderboard的评估任务。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次运行生成，每次运行的结果存储在不同的分割中，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，数据集还包含一个名为results的配置，用于存储所有运行的聚合结果，并在Open LLM Leaderboard上显示聚合指标。

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 wei123602/Llama-2-13b-FINETUNE4_TEST3 在 Open LLM Leaderboard 上的自动创建的。数据集包含 64 个配置，每个配置对应一个评估任务。

数据集结构

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。

额外配置

一个额外的配置 "results" 存储所有运行的聚合结果，用于计算和显示在 Open LLM Leaderboard 上的聚合指标。

数据加载示例

以下是加载特定运行详细信息的示例代码： python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_wei123602__Llama-2-13b-FINETUNE4_TEST3", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-26T13:48:49.333400 运行的最新结果： python { "all": { "em": 0.25010486577181207, "em_stderr": 0.004435075216390866, "f1": 0.29184563758389254, "f1_stderr": 0.004391827411197271, "acc": 0.4333722481155452, "acc_stderr": 0.010394508037713007 }, "harness|drop|3": { "em": 0.25010486577181207, "em_stderr": 0.004435075216390866, "f1": 0.29184563758389254, "f1_stderr": 0.004391827411197271 }, "harness|gsm8k|5": { "acc": 0.11220621683093253, "acc_stderr": 0.008693743138242373 }, "harness|winogrande|5": { "acc": 0.7545382794001578, "acc_stderr": 0.012095272937183642 } }

配置详情

以下是数据集的配置详情：

• config_name: harness_arc_challenge_25

  • split: 2023_10_04T02_48_34.144397
    • path: **/details_harness|arc:challenge|25_2023-10-04T02-48-34.144397.parquet
  • split: latest
    • path: **/details_harness|arc:challenge|25_2023-10-04T02-48-34.144397.parquet

• config_name: harness_drop_3

  • split: 2023_10_26T13_48_49.333400
    • path: **/details_harness|drop|3_2023-10-26T13-48-49.333400.parquet
  • split: latest
    • path: **/details_harness|drop|3_2023-10-26T13-48-49.333400.parquet

• config_name: harness_gsm8k_5

  • split: 2023_10_26T13_48_49.333400
    • path: **/details_harness|gsm8k|5_2023-10-26T13-48-49.333400.parquet
  • split: latest
    • path: **/details_harness|gsm8k|5_2023-10-26T13-48-49.333400.parquet

• config_name: harness_hellaswag_10

  • split: 2023_10_04T02_48_34.144397
    • path: **/details_harness|hellaswag|10_2023-10-04T02-48-34.144397.parquet
  • split: latest
    • path: **/details_harness|hellaswag|10_2023-10-04T02-48-34.144397.parquet

• config_name: harness_hendrycksTest_5

  • split: 2023_10_04T02_48_34.144397
    • path:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-management|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-10-04T02-48-34.144397.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-10-04T02-48-34.144397.parquet
      • **/details_har