open-llm-leaderboard/details_garage-bAInd__Camel-Platypus2-13B

该数据集是在模型 garage-bAInd/Camel-Platypus2-13B 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，分割名称使用运行的时间戳。train 分割始终指向最新的结果。一个名为 results 的额外配置存储了运行的所有聚合结果，用于计算和显示 Open LLM Leaderboard 上的聚合指标。README 还提供了一个示例，展示了如何使用 `datasets` 库中的 `load_dataset` 函数加载运行中的详细信息。

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garage-bAInd/Camel-Platypus2-13B在Open LLM Leaderboard上的自动创建的。

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。
• 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_garage-bAInd__Camel-Platypus2-13B", "harness_winogrande_5", split="train")

最新结果

以下是2023-10-13T04:35:13.977731运行的最新结果： python { "all": { "em": 0.3248741610738255, "em_stderr": 0.004796115152921962, "f1": 0.38906250000000175, "f1_stderr": 0.004663274154133875, "acc": 0.37725358176562207, "acc_stderr": 0.006433257710580032 }, "harness|drop|3": { "em": 0.3248741610738255, "em_stderr": 0.004796115152921962, "f1": 0.38906250000000175, "f1_stderr": 0.004663274154133875 }, "harness|gsm8k|5": { "acc": 0.000758150113722517, "acc_stderr": 0.0007581501137225365 }, "harness|winogrande|5": { "acc": 0.7537490134175217, "acc_stderr": 0.012108365307437528 } }

配置详情

以下是数据集的配置详情：

配置列表

• harness_arc_challenge_25

  • 分割: 2023_08_09T16_10_57.360881
    • 路径: **/details_harness|arc:challenge|25_2023-08-09T16:10:57.360881.parquet
  • 分割: latest
    • 路径: **/details_harness|arc:challenge|25_2023-08-09T16:10:57.360881.parquet

• harness_drop_3

  • 分割: 2023_10_13T04_35_13.977731
    • 路径: **/details_harness|drop|3_2023-10-13T04-35-13.977731.parquet
  • 分割: latest
    • 路径: **/details_harness|drop|3_2023-10-13T04-35-13.977731.parquet

• harness_gsm8k_5

  • 分割: 2023_10_13T04_35_13.977731
    • 路径: **/details_harness|gsm8k|5_2023-10-13T04-35-13.977731.parquet
  • 分割: latest
    • 路径: **/details_harness|gsm8k|5_2023-10-13T04-35-13.977731.parquet

• harness_hellaswag_10

  • 分割: 2023_08_09T16_10_57.360881
    • 路径: **/details_harness|hellaswag|10_2023-08-09T16:10:57.360881.parquet
  • 分割: latest
    • 路径: **/details_harness|hellaswag|10_2023-08-09T16:10:57.360881.parquet

• harness_hendrycksTest_5

  • 分割: 2023_08_09T16_10_57.360881
    • 路径:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-management|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-08-09T16:10:57.360881.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-08-09T16:10:57.360881.parquet
      • `**/details_harness|hendrycksTest-professional_law|5_2023-08-09T16:10:57.36088

搜集汇总

背景与挑战

背景概述

该数据集是为评估模型'garage-bAInd/Camel-Platypus2-13B'在Open LLM Leaderboard上的性能而自动创建的，包含64个配置对应不同的评估任务，并通过2次运行生成分割数据，其中train分割提供最新结果，同时包含聚合结果的配置以支持排行榜指标计算。数据集主要用于模型性能的详细分析和比较，便于用户通过标准工具加载和使用。