open-llm-leaderboard-old/details_LLM360__Amber

该数据集是在Open LLM Leaderboard上对LLM360/Amber模型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。数据集从1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命名。train分割始终指向最新的结果。此外，results配置存储了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。

原始信息汇总

数据集概述

数据集简介

该数据集是在模型 LLM360/Amber 在 Open LLM Leaderboard 上的评估运行期间自动创建的。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
• 创建来源：从 1 次运行中创建，每次运行对应一个特定的时间戳。
• 数据分割：每个配置包含一个特定的时间戳分割和一个指向最新结果的 "train" 分割。
• 额外配置："results" 配置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。

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_LLM360__Amber", "harness_winogrande_5", split="train")

最新结果

以下是 2023-12-19T04:59:05.791643 运行 的最新结果：

python { "all": { "acc": 0.2778470494306401, "acc_stderr": 0.03144370019620237, "acc_norm": 0.27870842542577673, "acc_norm_stderr": 0.032201431055323866, "mc1": 0.2141982864137087, "mc1_stderr": 0.014362148155690462, "mc2": 0.3355637385526089, "mc2_stderr": 0.013068282225164367 }, "harness|arc:challenge|25": { "acc": 0.39761092150170646, "acc_stderr": 0.014301752223279536, "acc_norm": 0.40955631399317405, "acc_norm_stderr": 0.014370358632472437 }, "harness|hellaswag|10": { "acc": 0.5478988249352719, "acc_stderr": 0.004966832553245046, "acc_norm": 0.7379008165704043, "acc_norm_stderr": 0.00438877529821019 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.33, "acc_stderr": 0.04725815626252606, "acc_norm": 0.33, "acc_norm_stderr": 0.04725815626252606 }, # 其他任务的结果... }

配置详情

• harness_arc_challenge_25

  • 分割：2023_12_19T04_59_05.791643, latest
  • 路径：**/details_harness|arc:challenge|25_2023-12-19T04-59-05.791643.parquet

• harness_gsm8k_5

  • 分割：2023_12_19T04_59_05.791643, latest
  • 路径：**/details_harness|gsm8k|5_2023-12-19T04-59-05.791643.parquet

• harness_hellaswag_10

  • 分割：2023_12_19T04_59_05.791643, latest
  • 路径：**/details_harness|hellaswag|10_2023-12-19T04-59-05.791643.parquet

• harness_hendrycksTest_5

  • 分割：2023_12_19T04_59_05.791643, latest
  • 路径：
    • **/details_harness|hendrycksTest-abstract_algebra|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-anatomy|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-astronomy|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-business_ethics|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-college_biology|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-college_chemistry|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-college_computer_science|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-college_mathematics|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-college_medicine|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-college_physics|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-computer_security|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-conceptual_physics|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-econometrics|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-electrical_engineering|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-formal_logic|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-global_facts|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-high_school_biology|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-high_school_european_history|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-high_school_geography|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-high_school_physics|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-high_school_psychology|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-high_school_statistics|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-high_school_us_history|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-high_school_world_history|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-human_aging|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-human_sexuality|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-international_law|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-jurisprudence|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-logical_fallacies|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-machine_learning|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-management|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-marketing|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-medical_genetics|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-miscellaneous|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-moral_disputes|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-moral_scenarios|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-nutrition|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-philosophy|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-prehistory|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-professional_accounting|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-professional_law|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-professional_medicine|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-professional_psychology|5_2023-12-19T04-59-05.791643.parquet
    • **/details_harness|hendrycksTest-public_relations|5_2023-12-19T04-59-05.791643.parquet
    • `**/details_harness|hendrycksTest-security