open-llm-leaderboard/details_ewof__koishi-instruct-3b

该数据集是在模型 ewof/koishi-instruct-3b 在 Open LLM Leaderboard 上的评估运行期间自动创建的。数据集由 64 个配置组成，每个配置对应一个特定的评估任务。数据集是从 2 次运行中生成的，每次运行在每个配置中表示为特定的分割。train 分割始终指向最新的结果。一个名为 results 的额外配置存储了所有运行的聚合结果，这些结果用于计算和显示 Open LLM Leaderboard 上的聚合指标。README 还提供了如何使用 `datasets` 库中的 `load_dataset` 函数加载运行中的详细信息的示例。

原始信息汇总

数据集概述

数据集来源

该数据集是在对模型 ewof/koishi-instruct-3b 进行评估运行期间自动创建的，评估结果展示在 Open LLM Leaderboard 上。

数据集结构

• 配置数量：数据集包含 64 个配置，每个配置对应一个评估任务。
• 运行次数：数据集从 2 次运行中创建。每个运行在每个配置中作为一个特定的分片存在，分片名称使用运行的时间戳。
• 训练分片："train" 分片始终指向最新的结果。
• 结果配置：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_ewof__koishi-instruct-3b", "harness_winogrande_5", split="train")

最新结果

以下是 2023-09-17T08:44:21.498764 运行 的最新结果： python { "all": { "em": 0.001153523489932886, "em_stderr": 0.0003476179896857095, "f1": 0.05410444630872499, "f1_stderr": 0.0012841997819823922, "acc": 0.32612811480319515, "acc_stderr": 0.008201890700454486 }, "harness|drop|3": { "em": 0.001153523489932886, "em_stderr": 0.0003476179896857095, "f1": 0.05410444630872499, "f1_stderr": 0.0012841997819823922 }, "harness|gsm8k|5": { "acc": 0.011372251705837756, "acc_stderr": 0.002920666198788737 }, "harness|winogrande|5": { "acc": 0.6408839779005525, "acc_stderr": 0.013483115202120236 } }

配置详情

以下是部分配置及其数据文件路径：

• harness_arc_challenge_25

  • 分片：2023_07_19T14_49_25.234956
    • 路径：**/details_harness|arc:challenge|25_2023-07-19T14:49:25.234956.parquet
  • 分片：latest
    • 路径：**/details_harness|arc:challenge|25_2023-07-19T14:49:25.234956.parquet

• harness_drop_3

  • 分片：2023_09_17T08_44_21.498764
    • 路径：**/details_harness|drop|3_2023-09-17T08-44-21.498764.parquet
  • 分片：latest
    • 路径：**/details_harness|drop|3_2023-09-17T08-44-21.498764.parquet

• harness_gsm8k_5

  • 分片：2023_09_17T08_44_21.498764
    • 路径：**/details_harness|gsm8k|5_2023-09-17T08-44-21.498764.parquet
  • 分片：latest
    • 路径：**/details_harness|gsm8k|5_2023-09-17T08-44-21.498764.parquet

• harness_hellaswag_10

  • 分片：2023_07_19T14_49_25.234956
    • 路径：**/details_harness|hellaswag|10_2023-07-19T14:49:25.234956.parquet
  • 分片：latest
    • 路径：**/details_harness|hellaswag|10_2023-07-19T14:49:25.234956.parquet

• harness_hendrycksTest_5

  • 分片：2023_07_19T14_49_25.234956
    • 路径：
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-management|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-07-19T14:49:25.234956.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-07-19T14:49:25.234956.parquet
      • `**/details_harness|hendrycksTest-professional_law|5_2