open-llm-leaderboard/details_jondurbin__airoboros-c34b-2.2.1

该数据集是在模型[jondurbin/airoboros-c34b-2.2.1](https://huggingface.co/jondurbin/airoboros-c34b-2.2.1)的评估运行中自动创建的。数据集由64个配置组成，每个配置对应一个评估任务。数据集是从2次运行中创建的，每次运行都可以在特定配置的特定分割中找到，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，还有一个名为"results"的配置存储了所有运行的聚合结果，用于计算和显示在[Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)上的聚合指标。

原始信息汇总

数据集概述

该数据集是在评估模型 jondurbin/airoboros-c34b-2.2.1 在 Open LLM Leaderboard 上的运行过程中自动创建的。

数据集组成

• 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_jondurbin__airoboros-c34b-2.2.1", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-27T01:27:27.321829 运行的最新结果：

python { "all": { "em": 0.020343959731543623, "em_stderr": 0.0014457533435412132, "f1": 0.08045826342281848, "f1_stderr": 0.0019040548084027437, "acc": 0.4627435340326824, "acc_stderr": 0.011782817513813687 }, "harness|drop|3": { "em": 0.020343959731543623, "em_stderr": 0.0014457533435412132, "f1": 0.08045826342281848, "f1_stderr": 0.0019040548084027437 }, "harness|gsm8k|5": { "acc": 0.2001516300227445, "acc_stderr": 0.011021119022510194 }, "harness|winogrande|5": { "acc": 0.7253354380426204, "acc_stderr": 0.01254451600511718 } }

配置详情

• harness_arc_challenge_25

  • 分割: 2023_10_01T18_58_09.868261
    • 路径: **/details_harness|arc:challenge|25_2023-10-01T18-58-09.868261.parquet
  • 分割: latest
    • 路径: **/details_harness|arc:challenge|25_2023-10-01T18-58-09.868261.parquet

• harness_drop_3

  • 分割: 2023_10_27T01_27_27.321829
    • 路径: **/details_harness|drop|3_2023-10-27T01-27-27.321829.parquet
  • 分割: latest
    • 路径: **/details_harness|drop|3_2023-10-27T01-27-27.321829.parquet

• harness_gsm8k_5

  • 分割: 2023_10_27T01_27_27.321829
    • 路径: **/details_harness|gsm8k|5_2023-10-27T01-27-27.321829.parquet
  • 分割: latest
    • 路径: **/details_harness|gsm8k|5_2023-10-27T01-27-27.321829.parquet

• harness_hellaswag_10

  • 分割: 2023_10_01T18_58_09.868261
    • 路径: **/details_harness|hellaswag|10_2023-10-01T18-58-09.868261.parquet
  • 分割: latest
    • 路径: **/details_harness|hellaswag|10_2023-10-01T18-58-09.868261.parquet

• harness_hendrycksTest_5

  • 分割: 2023_10_01T18_58_09.868261
    • 路径:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-management|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-10-01T18-58-09.868261.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-10-01T18-58-09.868261.parquet
      • `**/details_harness|hendrycksTest-professional_law|5_2023-10-01T18-58-09