open-llm-leaderboard-old/details_migtissera__Tess-72B-v1.5b

该数据集是在Open LLM Leaderboard上对模型migtissera/Tess-72B-v1.5b进行评估时自动创建的。数据集由63个配置组成，每个配置对应一个评估任务。它包含一次运行的结果，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。此外，还有一个results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还提供了如何使用Hugging Face datasets库加载数据集的示例。

原始信息汇总

数据集概述

该数据集是在对模型 migtissera/Tess-72B-v1.5b 进行评估运行期间自动创建的，用于 Open LLM Leaderboard。数据集包含 63 个配置，每个配置对应一个评估任务。数据集从 1 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" 分割始终指向最新的结果。

数据集结构

配置

• 结果配置：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。

示例加载

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_migtissera__Tess-72B-v1.5b", "harness_winogrande_5", split="train")

最新结果

以下是 最新结果 的摘要：

python { "all": { "acc": 0.7641559275832511, "acc_stderr": 0.02832639344225231, "acc_norm": 0.7668756521164218, "acc_norm_stderr": 0.02887897070184607, "mc1": 0.5618115055079559, "mc1_stderr": 0.017369236164404417, "mc2": 0.7198677184860963, "mc2_stderr": 0.014465480359002823 }, "harness|arc:challenge|25": { "acc": 0.6868600682593856, "acc_stderr": 0.013552671543623503, "acc_norm": 0.712457337883959, "acc_norm_stderr": 0.013226719056266129 }, "harness|hellaswag|10": { "acc": 0.664708225453097, "acc_stderr": 0.00471127540813842, "acc_norm": 0.8553077076279626, "acc_norm_stderr": 0.0035107136507595417 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.44, "acc_stderr": 0.04988876515698589, "acc_norm": 0.44, "acc_norm_stderr": 0.04988876515698589 }, # 其他任务的结果... }

配置详情

配置列表

• harness_arc_challenge_25
• harness_gsm8k_5
• harness_hellaswag_10
• harness_hendrycksTest_5

数据文件路径

• harness_arc_challenge_25

  • 分割: 2024_02_10T06_02_33.204019
    • 路径: **/details_harness|arc:challenge|25_2024-02-10T06-02-33.204019.parquet
  • 分割: latest
    • 路径: **/details_harness|arc:challenge|25_2024-02-10T06-02-33.204019.parquet

• harness_gsm8k_5

  • 分割: 2024_02_10T06_02_33.204019
    • 路径: **/details_harness|gsm8k|5_2024-02-10T06-02-33.204019.parquet
  • 分割: latest
    • 路径: **/details_harness|gsm8k|5_2024-02-10T06-02-33.204019.parquet

• harness_hellaswag_10

  • 分割: 2024_02_10T06_02_33.204019
    • 路径: **/details_harness|hellaswag|10_2024-02-10T06-02-33.204019.parquet
  • 分割: latest
    • 路径: **/details_harness|hellaswag|10_2024-02-10T06-02-33.204019.parquet

• harness_hendrycksTest_5

  • 分割: 2024_02_10T06_02_33.204019
    • 路径:
      • **/details_harness|hendrycksTest-abstract_algebra|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-anatomy|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-astronomy|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-business_ethics|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-college_biology|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-college_chemistry|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-college_computer_science|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-college_mathematics|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-college_medicine|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-college_physics|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-computer_security|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-conceptual_physics|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-econometrics|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-electrical_engineering|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-formal_logic|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-global_facts|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-high_school_biology|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-high_school_chemistry|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-high_school_computer_science|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-high_school_european_history|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-high_school_geography|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2024-02-10T06-02-33.204019.parquet
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      • **/details_harness|hendrycksTest-high_school_psychology|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-high_school_statistics|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-high_school_us_history|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-high_school_world_history|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-human_aging|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-human_sexuality|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-international_law|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-jurisprudence|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-logical_fallacies|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-machine_learning|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-management|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-marketing|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-medical_genetics|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-miscellaneous|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-moral_disputes|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-moral_scenarios|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-nutrition|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-philosophy|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-prehistory|5_2024-02-10T06-02-33.204019.parquet
      • **/details_harness|hendrycksTest-professional_accounting|5_2024-02-10T06-02-33.204019.parquet
      • `**/details_harness|hendrycksTest-professional_law|5_2024-02