open-llm-leaderboard/details_KoboldAI__GPT-NeoX-20B-Skein

该数据集是在评估模型KoboldAI/GPT-NeoX-20B-Skein时自动创建的，用于Open LLM Leaderboard的评估。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在不同的split中，split以运行的时间戳命名。train split始终指向最新的结果。此外，还有一个名为results的配置，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

数据集简介

该数据集是在评估模型 KoboldAI/GPT-NeoX-20B-Skein 在 Open LLM Leaderboard 上的运行过程中自动创建的。

数据集结构

• 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。
• 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 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_KoboldAI__GPT-NeoX-20B-Skein", "harness_winogrande_5", split="train")

最新结果

以下是 最新结果来自 run 2023-10-16T19:35:44.734405 的摘要： python { "all": { "em": 0.0007340604026845638, "em_stderr": 0.0002773614457335608, "f1": 0.048859060402684625, "f1_stderr": 0.0011801973802993294, "acc": 0.35655165563349817, "acc_stderr": 0.008835289513384127 }, "harness|drop|3": { "em": 0.0007340604026845638, "em_stderr": 0.0002773614457335608, "f1": 0.048859060402684625, "f1_stderr": 0.0011801973802993294 }, "harness|gsm8k|5": { "acc": 0.02880970432145565, "acc_stderr": 0.004607484283767444 }, "harness|winogrande|5": { "acc": 0.6842936069455406, "acc_stderr": 0.01306309474300081 } }

配置详情

以下是部分配置及其数据文件路径：

• config_name: harness_arc_challenge_25

  • split: 2023_07_19T21_36_51.002463
    • path: **/details_harness|arc:challenge|25_2023-07-19T21:36:51.002463.parquet
  • split: latest
    • path: **/details_harness|arc:challenge|25_2023-07-19T21:36:51.002463.parquet

• config_name: harness_drop_3

  • split: 2023_10_16T19_35_44.734405
    • path: **/details_harness|drop|3_2023-10-16T19-35-44.734405.parquet
  • split: latest
    • path: **/details_harness|drop|3_2023-10-16T19-35-44.734405.parquet

• config_name: harness_gsm8k_5

  • split: 2023_10_16T19_35_44.734405
    • path: **/details_harness|gsm8k|5_2023-10-16T19-35-44.734405.parquet
  • split: latest
    • path: **/details_harness|gsm8k|5_2023-10-16T19-35-44.734405.parquet

• config_name: harness_hellaswag_10

  • split: 2023_07_19T21_36_51.002463
    • path: **/details_harness|hellaswag|10_2023-07-19T21:36:51.002463.parquet
  • split: latest
    • path: **/details_harness|hellaswag|10_2023-07-19T21:36:51.002463.parquet

• config_name: harness_hendrycksTest_5

  • split: 2023_07_19T21_36_51.002463
    • path:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-management|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-07-19T21:36:51.002463.parquet
      • **/details_harness|hendrycksTest-