open-llm-leaderboard/details_Devio__test-22B

数据集`Devio/test-22B`是在模型`Devio/test-22B`的评估运行过程中自动生成的，评估运行是在`Open LLM Leaderboard`上进行的。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，每次运行的结果存储为特定配置中的一个分割，分割名称使用运行的时间戳。`train`分割始终指向最新的结果。此外，数据集还包含一个名为`results`的配置，用于存储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

数据集名称：Evaluation run of Devio/test-22B

数据集来源

该数据集是在评估模型 Devio/test-22B 在 Open LLM Leaderboard 上的自动创建的。

数据集结构

• 数据集包含 64 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" 分割始终指向最新的结果。
• 额外的配置 "results" 存储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。

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_Devio__test-22B", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-16T03:23:54.397499 运行的最新结果： python { "all": { "em": 0.002936241610738255, "em_stderr": 0.0005541113054709917, "f1": 0.03323510906040272, "f1_stderr": 0.0011026689087019657, "acc": 0.2903720919378185, "acc_stderr": 0.0077888780496033275 }, "harness|drop|3": { "em": 0.002936241610738255, "em_stderr": 0.0005541113054709917, "f1": 0.03323510906040272, "f1_stderr": 0.0011026689087019657 }, "harness|gsm8k|5": { "acc": 0.0037907505686125853, "acc_stderr": 0.0016927007401501832 }, "harness|winogrande|5": { "acc": 0.5769534333070244, "acc_stderr": 0.013885055359056472 } }

配置详情

以下是数据集的配置详情：

• harness_arc_challenge_25

  • 分割：2023_09_02T01_38_52.675251
    • 路径：**/details_harness|arc:challenge|25_2023-09-02T01:38:52.675251.parquet
  • 分割：latest
    • 路径：**/details_harness|arc:challenge|25_2023-09-02T01:38:52.675251.parquet

• harness_drop_3

  • 分割：2023_10_16T03_23_54.397499
    • 路径：**/details_harness|drop|3_2023-10-16T03-23-54.397499.parquet
  • 分割：latest
    • 路径：**/details_harness|drop|3_2023-10-16T03-23-54.397499.parquet

• harness_gsm8k_5

  • 分割：2023_10_16T03_23_54.397499
    • 路径：**/details_harness|gsm8k|5_2023-10-16T03-23-54.397499.parquet
  • 分割：latest
    • 路径：**/details_harness|gsm8k|5_2023-10-16T03-23-54.397499.parquet

• harness_hellaswag_10

  • 分割：2023_09_02T01_38_52.675251
    • 路径：**/details_harness|hellaswag|10_2023-09-02T01:38:52.675251.parquet
  • 分割：latest
    • 路径：**/details_harness|hellaswag|10_2023-09-02T01:38:52.675251.parquet

• harness_hendrycksTest_5

  • 分割：2023_09_02T01_38_52.675251
    • 路径：
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-management|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-09-02T01:38:52.675251.parquet
      • **/details_harness|hendrycksTest-professional_law|5_2023-09-02T01:38:52.675251.parquet
      • `**/details_har