open-llm-leaderboard-old/details_stabilityai__stablelm-2-1_6b-chat

该数据集是在模型stabilityai/stablelm-2-1_6b-chat在Open LLM Leaderboard上的评估运行期间自动创建的。数据集包含63个配置，每个配置对应一个评估任务。数据集来自一次运行，每次运行都作为一个特定分割，以运行的时间戳命名。train分割始终指向最新的结果。还有一个额外的results配置，存储了运行中所有聚合结果，用于在Leaderboard上计算和显示聚合指标。数据集结构化，便于使用HuggingFace数据集库加载特定运行的详细信息。

原始信息汇总

数据集概述

数据集摘要

该数据集是在评估模型 stabilityai/stablelm-2-1_6b-chat 在 Open LLM Leaderboard 上的运行过程中自动创建的。数据集包含 63 个配置，每个配置对应一个评估任务。

数据集结构

• 配置数量：63 个配置
• 数据来源：从 1 次运行中创建
• 数据分割：每个配置包含特定分割，分割名称使用运行的时间戳。"train" 分割始终指向最新结果。
• 额外配置："results" 配置存储所有运行的聚合结果，用于计算和显示聚合指标。

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_stabilityai__stablelm-2-1_6b-chat", "harness_winogrande_5", split="train")

最新结果

以下是 2024-04-16T20:27:54.853847 运行的最新结果：

python { "all": { "acc": 0.4198022942394296, "acc_stderr": 0.034564491299328474, "acc_norm": 0.4197786699624772, "acc_norm_stderr": 0.03527703958708081, "mc1": 0.33047735618115054, "mc1_stderr": 0.0164667696136983, "mc2": 0.4649873871013453, "mc2_stderr": 0.015839815812576912 }, "harness|arc:challenge|25": { "acc": 0.4052901023890785, "acc_stderr": 0.014346869060229325, "acc_norm": 0.4351535836177474, "acc_norm_stderr": 0.014487986197186047 }, "harness|hellaswag|10": { "acc": 0.5278828918542123, "acc_stderr": 0.004982016702445964, "acc_norm": 0.6923919537940649, "acc_norm_stderr": 0.004605601610012402 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.35, "acc_stderr": 0.0479372485441102, "acc_norm": 0.35, "acc_norm_stderr": 0.0479372485441102 }, # 其他任务的结果... }

配置详情

• 配置名称：harness_arc_challenge_25

  • 数据文件：
    • 分割：2024_04_16T20_27_54.853847
      • 路径：**/details_harness|arc:challenge|25_2024-04-16T20-27-54.853847.parquet
    • 分割：latest
      • 路径：**/details_harness|arc:challenge|25_2024-04-16T20-27-54.853847.parquet

• 配置名称：harness_gsm8k_5

  • 数据文件：
    • 分割：2024_04_16T20_27_54.853847
      • 路径：**/details_harness|gsm8k|5_2024-04-16T20-27-54.853847.parquet
    • 分割：latest
      • 路径：**/details_harness|gsm8k|5_2024-04-16T20-27-54.853847.parquet

• 配置名称：harness_hellaswag_10

  • 数据文件：
    • 分割：2024_04_16T20_27_54.853847
      • 路径：**/details_harness|hellaswag|10_2024-04-16T20-27-54.853847.parquet
    • 分割：latest
      • 路径：**/details_harness|hellaswag|10_2024-04-16T20-27-54.853847.parquet

• 配置名称：harness_hendrycksTest_5

  • 数据文件：
    • 分割：2024_04_16T20_27_54.853847
      • 路径：
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-international_law|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-management|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-marketing|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2024-04-16T20-27-54.853847.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2024-04-16T20-27-54.853847.parquet
        • `**/details_harness|hendrycksTest-professional_law|5_2024-04-16T20