open-llm-leaderboard/details_bigscience__bloom-7b1

该数据集是在评估模型bigscience/bloom-7b1时自动创建的，主要用于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10次运行生成，每次运行的结果作为一个特定的分割，分割名称使用运行的时间戳。train分割始终指向最新的结果。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

数据集名称

• 名称: Evaluation run of bigscience/bloom-7b1

数据集描述

• 描述: 该数据集是在模型 bigscience/bloom-7b1 在 Open LLM Leaderboard 上的评估运行期间自动创建的。

数据集组成

• 组成: 数据集由 64 个配置组成，每个配置对应一个评估任务。

数据集创建

• 创建过程: 数据集从 10 次运行中创建。每次运行可以在每个配置中作为一个特定的分片找到，分片名称使用运行的时间戳。"train" 分片始终指向最新的结果。

额外配置

• 额外配置: 一个名为 "results" 的额外配置存储了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

• 加载示例: python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_bigscience__bloom-7b1", "harness_gsm8k_5", split="train")

最新结果

• 最新结果: 这些是最新结果，来自 2023-12-04T13:10:02.911977 的运行（注意可能包含其他任务的结果，每个任务的结果可以在 "results" 和 "latest" 分片中找到）： python { "all": { "acc": 0.013646702047005308, "acc_stderr": 0.0031957470754807806 }, "harness|gsm8k|5": { "acc": 0.013646702047005308, "acc_stderr": 0.0031957470754807806 } }

配置详情

• 配置列表:
  • harness_arc_challenge_25:
    • 分片: 2023_08_01T14_42_42.953249, latest
    • 路径: **/details_harness|arc:challenge|25_2023-08-01T14:42:42.953249.parquet
  • harness_drop_3:
    • 分片: 2023_10_17T22_39_12.950006, 2023_10_19T04_28_54.166367, latest
    • 路径: **/details_harness|drop|3_2023-10-17T22-39-12.950006.parquet, **/details_harness|drop|3_2023-10-19T04-28-54.166367.parquet
  • harness_gsm8k_5:
    • 分片: 2023_10_17T22_39_12.950006, 2023_10_19T04_28_54.166367, 2023_12_03T15_05_35.973526, 2023_12_03T16_09_00.043447, 2023_12_03T16_09_29.945299, 2023_12_04T09_58_57.284123, 2023_12_04T09_59_23.998430, 2023_12_04T13_09_04.314120, 2023_12_04T13_10_02.911977, latest
    • 路径: **/details_harness|gsm8k|5_2023-10-17T22-39-12.950006.parquet, **/details_harness|gsm8k|5_2023-10-19T04-28-54.166367.parquet, **/details_harness|gsm8k|5_2023-12-03T15-05-35.973526.parquet, **/details_harness|gsm8k|5_2023-12-03T16-09-00.043447.parquet, **/details_harness|gsm8k|5_2023-12-03T16-09-29.945299.parquet, **/details_harness|gsm8k|5_2023-12-04T09-58-57.284123.parquet, **/details_harness|gsm8k|5_2023-12-04T09-59-23.998430.parquet, **/details_harness|gsm8k|5_2023-12-04T13-09-04.314120.parquet, **/details_harness|gsm8k|5_2023-12-04T13-10-02.911977.parquet
  • harness_hellaswag_10:
    • 分片: 2023_08_01T14_42_42.953249, latest
    • 路径: **/details_harness|hellaswag|10_2023-08-01T14:42:42.953249.parquet
  • harness_hendrycksTest_5:
    • 分片: 2023_08_01T14_42_42.953249, latest
    • 路径: **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-anatomy|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-astronomy|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-business_ethics|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-college_biology|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-college_chemistry|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-college_computer_science|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-college_mathematics|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-college_medicine|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-college_physics|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-computer_security|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-econometrics|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-formal_logic|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-global_facts|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_biology|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_geography|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_physics|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-human_aging|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-human_sexuality|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-international_law|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-jurisprudence|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-machine_learning|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-management|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-marketing|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-medical_genetics|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-miscellaneous|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-moral_disputes|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-nutrition|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-philosophy|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-prehistory|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-professional_accounting|5_2023-08-01T14:42:42.953249.parquet, **/details_harness|hendrycksTest-professional_law|5_2023-08-01T14:42:42.95324