open-llm-leaderboard-old/details_TheBloke__gpt4-alpaca-lora-13B-HF

该数据集是在模型TheBloke/gpt4-alpaca-lora-13B-HF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，每个配置对应一个评估任务。数据集由2次运行生成，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分割始终指向最新的结果。此外，还有一个名为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。README还提供了如何使用Python代码加载数据集的示例，并包含了特定运行的最新结果。

原始信息汇总

数据集概述

该数据集是在对模型 TheBloke/gpt4-alpaca-lora-13B-HF 进行评估运行期间自动创建的，用于 Open LLM Leaderboard。

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" 分割总是指向最新的结果。
• 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。

加载数据集示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_TheBloke__gpt4-alpaca-lora-13B-HF", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-23T00:28:03.157336 运行的最新结果：

python { "all": { "em": 0.0041946308724832215, "em_stderr": 0.0006618716168266549, "f1": 0.06315121644295306, "f1_stderr": 0.0014384546797583987, "acc": 0.4290722743845191, "acc_stderr": 0.009899761958935093 }, "harness|drop|3": { "em": 0.0041946308724832215, "em_stderr": 0.0006618716168266549, "f1": 0.06315121644295306, "f1_stderr": 0.0014384546797583987 }, "harness|gsm8k|5": { "acc": 0.09097801364670205, "acc_stderr": 0.007921322844013642 }, "harness|winogrande|5": { "acc": 0.7671665351223362, "acc_stderr": 0.011878201073856544 } }

配置详情

• harness_arc_challenge_25

  • 分割: 2023_07_19T19_32_00.745427
    • 路径: **/details_harness|arc:challenge|25_2023-07-19T19:32:00.745427.parquet
  • 分割: latest
    • 路径: **/details_harness|arc:challenge|25_2023-07-19T19:32:00.745427.parquet

• harness_drop_3

  • 分割: 2023_10_23T00_28_03.157336
    • 路径: **/details_harness|drop|3_2023-10-23T00-28-03.157336.parquet
  • 分割: latest
    • 路径: **/details_harness|drop|3_2023-10-23T00-28-03.157336.parquet

• harness_gsm8k_5

  • 分割: 2023_10_23T00_28_03.157336
    • 路径: **/details_harness|gsm8k|5_2023-10-23T00-28-03.157336.parquet
  • 分割: latest
    • 路径: **/details_harness|gsm8k|5_2023-10-23T00-28-03.157336.parquet

• harness_hellaswag_10

  • 分割: 2023_07_19T19_32_00.745427
    • 路径: **/details_harness|hellaswag|10_2023-07-19T19:32:00.745427.parquet
  • 分割: latest
    • 路径: **/details_harness|hellaswag|10_2023-07-19T19:32:00.745427.parquet

• harness_hendrycksTest_5

  • 分割: 2023_07_19T19_32_00.745427
    • 路径:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-management|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-07-19T19:32:00.745427.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-07-19T19:32:00.745427.parquet
      • `**/details_harness|hendrycksTest-professional_law|5_2023-07-19T19:32