open-llm-leaderboard-old/details_LordNoah__Alpaca_spin_tuned_gpt2_large

该数据集是在模型LordNoah/Alpaca_spin_tuned_gpt2_large在Open LLM Leaderboard上的评估运行期间自动创建的。数据集由63个配置组成，每个配置对应一个评估任务。它包含1次运行的结果，每次运行作为每个配置中的一个特定分割，使用运行的时间戳命名。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Python代码加载运行中的详细信息的示例，并列出了特定运行的最新结果。

原始信息汇总

数据集概述

数据集摘要

该数据集是在评估模型 LordNoah/Alpaca_spin_tuned_gpt2_large 在 Open LLM Leaderboard 上的自动创建的。数据集包含 63 个配置，每个配置对应一个评估任务。

数据集结构

• 配置数量：63
• 数据来源：1 次运行（run）
• 数据分割：每个配置包含特定分割，分割名称使用运行的时间戳。"train" 分割始终指向最新结果。
• 额外配置："results" 存储所有运行结果的聚合，用于计算和显示在 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_LordNoah__Alpaca_spin_tuned_gpt2_large", "harness_winogrande_5", split="train")

最新结果

以下是 最新结果 from run 2024-01-22T13:42:11.763277 的摘要：

python { "all": { "acc": 0.27225604584142943, "acc_stderr": 0.03141590282455585, "acc_norm": 0.27399653003630087, "acc_norm_stderr": 0.03221603447267582, "mc1": 0.21909424724602203, "mc1_stderr": 0.014480038578757449, "mc2": 0.39429285512218326, "mc2_stderr": 0.01421822540176183 }, "harness|arc:challenge|25": { "acc": 0.2568259385665529, "acc_stderr": 0.0127669237941168, "acc_norm": 0.2790102389078498, "acc_norm_stderr": 0.013106784883601341 }, "harness|hellaswag|10": { "acc": 0.36297550288787095, "acc_stderr": 0.004798751281560822, "acc_norm": 0.45120493925512845, "acc_norm_stderr": 0.004965963647210318 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.25, "acc_stderr": 0.04351941398892446, "acc_norm": 0.25, "acc_norm_stderr": 0.04351941398892446 }, # 其他任务的结果... }

配置详情

• config_name: harness_arc_challenge_25

  • split: 2024_01_22T13_42_11.763277
    • path: **/details_harness|arc:challenge|25_2024-01-22T13-42-11.763277.parquet
  • split: latest
    • path: **/details_harness|arc:challenge|25_2024-01-22T13-42-11.763277.parquet

• config_name: harness_gsm8k_5

  • split: 2024_01_22T13_42_11.763277
    • path: **/details_harness|gsm8k|5_2024-01-22T13-42-11.763277.parquet
  • split: latest
    • path: **/details_harness|gsm8k|5_2024-01-22T13-42-11.763277.parquet

• config_name: harness_hellaswag_10

  • split: 2024_01_22T13_42_11.763277
    • path: **/details_harness|hellaswag|10_2024-01-22T13-42-11.763277.parquet
  • split: latest
    • path: **/details_harness|hellaswag|10_2024-01-22T13-42-11.763277.parquet

• config_name: harness_hendrycksTest_5

  • split: 2024_01_22T13_42_11.763277
    • path:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-high_school_mathematics|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-high_school_microeconomics|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-high_school_physics|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-high_school_psychology|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-international_law|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-management|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-marketing|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2024-01-22T13-42-11.763277.parquet
      • **/details_harness|hendrycksTest-