open-llm-leaderboard-old/details_openagi-project__OpenAGI-7B-v0.1

该数据集是在评估模型openagi-project/OpenAGI-7B-v0.1时自动创建的，主要用于在Open LLM Leaderboard上展示模型的性能。数据集包含63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，每次运行的结果都存储在不同的分割中，分割名称使用运行的时间戳命名。train分割始终指向最新的结果。此外，还有一个名为results的配置，存储了所有运行的聚合结果，用于计算和展示在Open LLM Leaderboard上的聚合指标。

原始信息汇总

数据集概述

数据集摘要

该数据集是在对模型 openagi-project/OpenAGI-7B-v0.1 进行评估运行期间自动创建的，用于 Open LLM Leaderboard。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 2 次运行中创建，每个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。

数据集加载

要加载特定运行的详细信息，可以使用以下代码： python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_openagi-project__OpenAGI-7B-v0.1", "harness_winogrande_5", split="train")

最新结果

以下是 最新结果 的示例： python { "all": { "acc": 0.6376909717416875, "acc_stderr": 0.032524006961840754, "acc_norm": 0.6396432481543075, "acc_norm_stderr": 0.033178412950361426, "mc1": 0.5189718482252142, "mc1_stderr": 0.017490896405762353, "mc2": 0.6955285302922068, "mc2_stderr": 0.015057872155924216 }, "harness|arc:challenge|25": { "acc": 0.6390784982935154, "acc_stderr": 0.014034761386175452, "acc_norm": 0.6672354948805461, "acc_norm_stderr": 0.013769863046192305 }, "harness|hellaswag|10": { "acc": 0.6885082652857997, "acc_stderr": 0.0046215681251020446, "acc_norm": 0.8612826130252937, "acc_norm_stderr": 0.003449449618650549 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.34, "acc_stderr": 0.04760952285695236, "acc_norm": 0.34, "acc_norm_stderr": 0.04760952285695236 }, # 其他任务的结果... }

配置详情

数据集包含多个配置，每个配置对应不同的任务和分割。以下是部分配置的示例：

• 配置名称: harness_arc_challenge_25

  • 数据文件:
    • 分割: 2024_01_21T20_52_03.715367
      • 路径: **/details_harness|arc:challenge|25_2024-01-21T20-52-03.715367.parquet
    • 分割: 2024_01_26T17_39_46.193538
      • 路径: **/details_harness|arc:challenge|25_2024-01-26T17-39-46.193538.parquet
    • 分割: latest
      • 路径: **/details_harness|arc:challenge|25_2024-01-26T17-39-46.193538.parquet

• 配置名称: harness_gsm8k_5

  • 数据文件:
    • 分割: 2024_01_21T20_52_03.715367
      • 路径: **/details_harness|gsm8k|5_2024-01-21T20-52-03.715367.parquet
    • 分割: 2024_01_26T17_39_46.193538
      • 路径: **/details_harness|gsm8k|5_2024-01-26T17-39-46.193538.parquet
    • 分割: latest
      • 路径: **/details_harness|gsm8k|5_2024-01-26T17-39-46.193538.parquet

• 配置名称: harness_hellaswag_10

  • 数据文件:
    • 分割: 2024_01_21T20_52_03.715367
      • 路径: **/details_harness|hellaswag|10_2024-01-21T20-52-03.715367.parquet
    • 分割: 2024_01_26T17_39_46.193538
      • 路径: **/details_harness|hellaswag|10_2024-01-26T17-39-46.193538.parquet
    • 分割: latest
      • 路径: **/details_harness|hellaswag|10_2024-01-26T17-39-46.193538.parquet

• 配置名称: harness_hendrycksTest_5

  • 数据文件:
    • 分割: 2024_01_21T20_52_03.715367
      • 路径:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-international_law|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-management|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-marketing|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2024-01-21T20-52-03.715367.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2024-01-21T20-52-03.715367.parquet
        • `**/details_harness|hendrycksTest-nutrition|5_