open-llm-leaderboard-old/details_KnutJaegersberg__Deita-32b

该数据集是在模型KnutJaegersberg/Deita-32b的评估运行期间自动创建的，用于Open LLM Leaderboard的评估。数据集由63个配置组成，每个配置对应一个评估任务。数据集从1次运行中创建，每次运行都可以在特定配置中找到，分割以运行的时间戳命名。train分割始终指向最新结果。此外，results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。

原始信息汇总

数据集概述

数据集创建

• 创建背景：该数据集是在对模型 KnutJaegersberg/Deita-32b 进行评估运行期间自动创建的。
• 评估平台：数据集用于 Open LLM Leaderboard。

数据集结构

• 配置数量：数据集包含 63 个配置，每个配置对应一个评估任务。
• 运行次数：数据集从 1 次运行中创建。每个运行在每个配置中作为一个特定的分割存在，分割名称使用运行的时间戳。
• 最新结果："train" 分割始终指向最新的结果。
• 聚合结果：一个额外的配置 "results" 存储所有运行的聚合结果，用于计算和显示在 Open LLM Leaderboard 上的聚合指标。

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_KnutJaegersberg__Deita-32b", "harness_winogrande_5", split="train")

最新结果

• 最新结果时间戳：2024-04-08T14:30:53.438212
• 结果示例： python { "all": { "acc": 0.736367854664048, "acc_stderr": 0.029323294534426905, "acc_norm": 0.7394575954204685, "acc_norm_stderr": 0.029896267973729986, "mc1": 0.408812729498164, "mc1_stderr": 0.01720995215164173, "mc2": 0.5811395725483436, "mc2_stderr": 0.014925357411175256 }, "harness|arc:challenge|25": { "acc": 0.5861774744027304, "acc_stderr": 0.01439273000922101, "acc_norm": 0.6305460750853242, "acc_norm_stderr": 0.01410457836649189 }, "harness|hellaswag|10": { "acc": 0.6500697072296355, "acc_stderr": 0.004759729267943188, "acc_norm": 0.8467436765584545, "acc_norm_stderr": 0.003594981823319894 }, # 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_08T14_30_53.438212
      • 路径：**/details_harness|arc:challenge|25_2024-04-08T14-30-53.438212.parquet
    • 分割：latest
      • 路径：**/details_harness|arc:challenge|25_2024-04-08T14-30-53.438212.parquet

• 配置名称：harness_gsm8k_5

  • 数据文件：
    • 分割：2024_04_08T14_30_53.438212
      • 路径：**/details_harness|gsm8k|5_2024-04-08T14-30-53.438212.parquet
    • 分割：latest
      • 路径：**/details_harness|gsm8k|5_2024-04-08T14-30-53.438212.parquet

• 配置名称：harness_hellaswag_10

  • 数据文件：
    • 分割：2024_04_08T14_30_53.438212
      • 路径：**/details_harness|hellaswag|10_2024-04-08T14-30-53.438212.parquet
    • 分割：latest
      • 路径：**/details_harness|hellaswag|10_2024-04-08T14-30-53.438212.parquet

• 配置名称：harness_hendrycksTest_5

  • 数据文件：
    • 分割：2024_04_08T14_30_53.438212
      • 路径：
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-international_law|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-management|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-marketing|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-professional_law|5_2024-04-08T14-30-53.438212.parquet
        • **/details_harness|hendrycksTest-professional_medicine|5_2024-04-08T14-30-53.438212.parquet
        • `**/details_harness|hendrycksTest-professional_psychology|5_2024-04-08T14-30-5