open-llm-leaderboard-old/details_TaylorAI__FLAN-Llama-7B-2_Llama2-7B-Flash_868_full_model

该数据集是在模型 TaylorAI/FLAN-Llama-7B-2_Llama2-7B-Flash_868_full_model 在 Open LLM Leaderboard 上进行评估时自动生成的。数据集包含 64 个配置，每个配置对应一个被评估的任务。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，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 还提供了一个 Python 代码片段，用于加载运行中的详细信息，并列出了特定运行的最新结果。

原始信息汇总

数据集概述

数据集来源

该数据集是在对模型 TaylorAI/FLAN-Llama-7B-2_Llama2-7B-Flash_868_full_model 进行评估运行期间自动创建的。

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。

额外配置

一个额外的配置 "results" 存储了所有运行的聚合结果，用于计算并在 Open LLM Leaderboard 上显示聚合指标。

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_TaylorAI__FLAN-Llama-7B-2_Llama2-7B-Flash_868_full_model", "harness_winogrande_5", split="train")

最新结果

以下是 2023-10-29T09:16:00.873424 运行的最新结果： python { "all": { "em": 0.29247063758389263, "em_stderr": 0.004658574242541351, "f1": 0.34158871644295397, "f1_stderr": 0.004610159225684241, "acc": 0.40783419789572956, "acc_stderr": 0.009578253696730769 }, "harness|drop|3": { "em": 0.29247063758389263, "em_stderr": 0.004658574242541351, "f1": 0.34158871644295397, "f1_stderr": 0.004610159225684241 }, "harness|gsm8k|5": { "acc": 0.06823351023502654, "acc_stderr": 0.006945358944067431 }, "harness|winogrande|5": { "acc": 0.7474348855564326, "acc_stderr": 0.012211148449394105 } }

配置详情

以下是数据集的配置详情：

• harness_arc_challenge_25

  • 分割: 2023_08_24T06_39_02.499923
    • 路径: **/details_harness|arc:challenge|25_2023-08-24T06:39:02.499923.parquet
  • 分割: latest
    • 路径: **/details_harness|arc:challenge|25_2023-08-24T06:39:02.499923.parquet

• harness_drop_3

  • 分割: 2023_10_29T09_16_00.873424
    • 路径: **/details_harness|drop|3_2023-10-29T09-16-00.873424.parquet
  • 分割: latest
    • 路径: **/details_harness|drop|3_2023-10-29T09-16-00.873424.parquet

• harness_gsm8k_5

  • 分割: 2023_10_29T09_16_00.873424
    • 路径: **/details_harness|gsm8k|5_2023-10-29T09-16-00.873424.parquet
  • 分割: latest
    • 路径: **/details_harness|gsm8k|5_2023-10-29T09-16-00.873424.parquet

• harness_hellaswag_10

  • 分割: 2023_08_24T06_39_02.499923
    • 路径: **/details_harness|hellaswag|10_2023-08-24T06:39:02.499923.parquet
  • 分割: latest
    • 路径: **/details_harness|hellaswag|10_2023-08-24T06:39:02.499923.parquet

• harness_hendrycksTest_5

  • 分割: 2023_08_24T06_39_02.499923
    • 路径:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-international_law|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-management|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-marketing|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2023-08-24T06:39:02.499923.parquet
      • **/details_harness|hendrycksTest-professional_law|5_2023-08-24T06:39:02.499923.parquet