open-llm-leaderboard/details_lmsys__vicuna-7b-v1.5

该数据集是在模型 lmsys/vicuna-7b-v1.5 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，每个配置对应一个被评估的任务。数据集是从 3 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。train 分割始终指向最新的结果。一个名为 results 的额外配置存储了所有运行的聚合结果，这些结果用于计算和显示 Open LLM Leaderboard 上的聚合指标。README 还包含了一个如何使用 Hugging Face 数据集库加载运行细节的示例。This dataset was automatically generated during the evaluation runs of the lmsys/vicuna-7b-v1.5 model on the Open LLM Leaderboard. The dataset comprises 64 configurations, each corresponding to a single evaluated task. The dataset is compiled from three runs, where each run is represented as a dedicated split within every configuration. The train split always references the most up-to-date results. An additional configuration named "results" stores the aggregated results across all runs, which are utilized to compute and display the aggregated metrics on the Open LLM Leaderboard. The README also provides an example demonstrating how to load run details using the Hugging Face Datasets library.

原始信息汇总

数据集概述

数据集摘要

该数据集是在评估模型 lmsys/vicuna-7b-v1.5 在 Open LLM Leaderboard 上的自动创建的。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 3 次运行中创建，每次运行可以在每个配置中找到一个特定的分割，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，用于计算和显示在 Open LLM Leaderboard 上的聚合指标。

最新结果

以下是 2023-10-21T21:05:37.153515 运行的最新结果：

python { "all": { "em": 0.017932046979865772, "em_stderr": 0.0013590184569504276, "f1": 0.08961094798657747, "f1_stderr": 0.002014243406072028, "acc": 0.4016346602057357, "acc_stderr": 0.010076117588605417 }, "harness|drop|3": { "em": 0.017932046979865772, "em_stderr": 0.0013590184569504276, "f1": 0.08961094798657747, "f1_stderr": 0.002014243406072028 }, "harness|gsm8k|5": { "acc": 0.08188021228203184, "acc_stderr": 0.007552338527716956 }, "harness|winogrande|5": { "acc": 0.7213891081294396, "acc_stderr": 0.012599896649493878 } }

配置详情

以下是数据集的配置详情：

• config_name: harness_arc_challenge_25

  • split: 2023_08_17T12_09_52.202468
    • path: **/details_harness|arc:challenge|25_2023-08-17T12:09:52.202468.parquet
  • split: latest
    • path: **/details_harness|arc:challenge|25_2023-08-17T12:09:52.202468.parquet

• config_name: harness_drop_3

  • split: 2023_10_19T12_56_49.814418
    • path: **/details_harness|drop|3_2023-10-19T12-56-49.814418.parquet
  • split: 2023_10_21T21_05_37.153515
    • path: **/details_harness|drop|3_2023-10-21T21-05-37.153515.parquet
  • split: latest
    • path: **/details_harness|drop|3_2023-10-21T21-05-37.153515.parquet

• config_name: harness_gsm8k_5

  • split: 2023_10_19T12_56_49.814418
    • path: **/details_harness|gsm8k|5_2023-10-19T12-56-49.814418.parquet
  • split: 2023_10_21T21_05_37.153515
    • path: **/details_harness|gsm8k|5_2023-10-21T21-05-37.153515.parquet
  • split: latest
    • path: **/details_harness|gsm8k|5_2023-10-21T21-05-37.153515.parquet

• config_name: harness_hellaswag_10

  • split: 2023_08_17T12_09_52.202468
    • path: **/details_harness|hellaswag|10_2023-08-17T12:09:52.202468.parquet
  • split: latest
    • path: **/details_harness|hellaswag|10_2023-08-17T12:09:52.202468.parquet

• config_name: harness_hendrycksTest_5

  • split: 2023_08_17T12_09_52.202468
    • path:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-management|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-08-17T12:09:52.202468.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-08-17