open-llm-leaderboard/details_psmathur__orca_mini_v3_13b

该数据集是在Open LLM Leaderboard上对模型psmathur/orca_mini_v3_13b进行评估时自动创建的。数据集由64个配置组成，每个配置对应一个评估任务。数据集由2次运行生成，每次运行的结果作为特定配置中的一个分割，分割名称使用运行的时间戳。train分割始终指向最新结果。此外，results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

数据集简介

该数据集是在评估模型 psmathur/orca_mini_v3_13b 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" 分割总是指向最新的结果。

数据加载示例

以下是加载数据集的示例代码： python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_psmathur__orca_mini_v3_13b", "harness_winogrande_5", split="train")

最新结果

以下是 最新结果 的摘要： python { "all": { "em": 0.15383808724832215, "em_stderr": 0.0036948628598682874, "f1": 0.22225880872483197, "f1_stderr": 0.0037670501187578413, "acc": 0.44797935342421163, "acc_stderr": 0.010609253699619367 }, "harness|drop|3": { "em": 0.15383808724832215, "em_stderr": 0.0036948628598682874, "f1": 0.22225880872483197, "f1_stderr": 0.0037670501187578413 }, "harness|gsm8k|5": { "acc": 0.13115996967399546, "acc_stderr": 0.00929849923558785 }, "harness|winogrande|5": { "acc": 0.7647987371744278, "acc_stderr": 0.011920008163650884 } }

配置详情

以下是数据集的配置详情：

• config_name: harness_arc_challenge_25

  • data_files:
    • split: 2023_08_09T21_34_12.529590
      • path: **/details_harness|arc:challenge|25_2023-08-09T21:34:12.529590.parquet
    • split: latest
      • path: **/details_harness|arc:challenge|25_2023-08-09T21:34:12.529590.parquet

• config_name: harness_drop_3

  • data_files:
    • split: 2023_10_18T15_47_49.456107
      • path: **/details_harness|drop|3_2023-10-18T15-47-49.456107.parquet
    • split: latest
      • path: **/details_harness|drop|3_2023-10-18T15-47-49.456107.parquet

• config_name: harness_gsm8k_5

  • data_files:
    • split: 2023_10_18T15_47_49.456107
      • path: **/details_harness|gsm8k|5_2023-10-18T15-47-49.456107.parquet
    • split: latest
      • path: **/details_harness|gsm8k|5_2023-10-18T15-47-49.456107.parquet

• config_name: harness_hellaswag_10

  • data_files:
    • split: 2023_08_09T21_34_12.529590
      • path: **/details_harness|hellaswag|10_2023-08-09T21:34:12.529590.parquet
    • split: latest
      • path: **/details_harness|hellaswag|10_2023-08-09T21:34:12.529590.parquet

• config_name: harness_hendrycksTest_5

  • data_files:
    • split: 2023_08_09T21_34_12.529590
      • path:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-international_law|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-management|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-marketing|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-professional_law|5_2023-08-09T21:34:12.529590.parquet
        • **/details_harness|hendrycksTest-professional_medicine|5_2023-08-09