open-llm-leaderboard/details_uukuguy__speechless-llama2-hermes-orca-platypus-13b

该数据集是在模型 uukuguy/speechless-llama2-hermes-orca-platypus-13b 在 Open LLM Leaderboard 上的评估过程中自动生成的。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 次运行中创建的，每次运行在每个配置中表示为特定的分割，分割名称由运行的时间戳命名。train 分割始终指向最新结果。一个名为 results 的额外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。README 还提供了如何使用 Hugging Face datasets 库加载数据集的示例。

原始信息汇总

数据集概述

该数据集是在评估模型 uukuguy/speechless-llama2-hermes-orca-platypus-13b 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。每个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。

最新结果

• 最新结果来自 2023-10-18T05:34:26.777818 运行，包含以下指标： python { "all": { "em": 0.020763422818791948, "em_stderr": 0.0014602692459797255, "f1": 0.1284448406040266, "f1_stderr": 0.002326999769158526, "acc": 0.42460684800436577, "acc_stderr": 0.010144077147210034 }, "harness|drop|3": { "em": 0.020763422818791948, "em_stderr": 0.0014602692459797255, "f1": 0.1284448406040266, "f1_stderr": 0.002326999769158526 }, "harness|gsm8k|5": { "acc": 0.09704321455648218, "acc_stderr": 0.00815376827455472 }, "harness|winogrande|5": { "acc": 0.7521704814522494, "acc_stderr": 0.012134386019865348 } }

配置详情

• harness_arc_challenge_25

  • 分割: 2023_09_01T20_32_11.554116
    • 路径: **/details_harness|arc:challenge|25_2023-09-01T20:32:11.554116.parquet
  • 分割: latest
    • 路径: **/details_harness|arc:challenge|25_2023-09-01T20:32:11.554116.parquet

• harness_drop_3

  • 分割: 2023_10_18T05_34_26.777818
    • 路径: **/details_harness|drop|3_2023-10-18T05-34-26.777818.parquet
  • 分割: latest
    • 路径: **/details_harness|drop|3_2023-10-18T05-34-26.777818.parquet

• harness_gsm8k_5

  • 分割: 2023_10_18T05_34_26.777818
    • 路径: **/details_harness|gsm8k|5_2023-10-18T05-34-26.777818.parquet
  • 分割: latest
    • 路径: **/details_harness|gsm8k|5_2023-10-18T05-34-26.777818.parquet

• harness_hellaswag_10

  • 分割: 2023_09_01T20_32_11.554116
    • 路径: **/details_harness|hellaswag|10_2023-09-01T20:32:11.554116.parquet
  • 分割: latest
    • 路径: **/details_harness|hellaswag|10_2023-09-01T20:32:11.554116.parquet

• harness_hendrycksTest_5

  • 分割: 2023_09_01T20_32_11.554116
    • 路径:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-management|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-professional_law|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-professional_medicine|5_2023-09-01T20:32:11.554116.parquet
      • **/details_harness|hendrycksTest-professional_psychology|5_2023-09-01T20:32:11.554116.parquet
      • `**/details_harness|hendrycksTest-public_relations|5_2023