open-llm-leaderboard-old/details_hakurei__lotus-12B

该数据集是在模型 hakurei/lotus-12B 在 Open LLM Leaderboard 上的评估运行期间自动创建的。数据集由 61 个配置组成，每个配置对应一个被评估的任务。数据集是从 1 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，分割名称使用运行的时间戳。train 分割始终指向最新的结果。一个额外的配置 results 存储了运行的所有聚合结果，用于计算和显示 Open LLM Leaderboard 上的聚合指标。README 还包括一个 Python 代码片段，用于加载数据集和特定运行的最新结果。

原始信息汇总

数据集概述

数据集简介

该数据集是在对模型 hakurei/lotus-12B 进行评估运行期间自动创建的，用于 Open LLM Leaderboard。

数据集结构

• 配置数量：61个配置，每个配置对应一个评估任务。
• 运行次数：数据集从1次运行中创建。每个运行结果作为一个特定的分割存在于每个配置中，分割名称使用运行的时间戳。
• 训练分割："train" 分割始终指向最新的结果。
• 结果配置：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 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_hakurei__lotus-12B", "harness_truthfulqa_mc_0", split="train")

最新结果

以下是 2023-07-18T13:41:37.836572 运行的最新结果：

python { "all": { "acc": 0.2485367177317206, "acc_stderr": 0.03124226591981919, "acc_norm": 0.25130617872419225, "acc_norm_stderr": 0.03125347081115218, "mc1": 0.22643818849449204, "mc1_stderr": 0.014651337324602574, "mc2": 0.40115476804436745, "mc2_stderr": 0.014756133562988513 }, "harness|arc:challenge|25": { "acc": 0.26535836177474403, "acc_stderr": 0.012902554762313962, "acc_norm": 0.30716723549488056, "acc_norm_stderr": 0.013481034054980945 }, "harness|hellaswag|10": { "acc": 0.4054969129655447, "acc_stderr": 0.0048998450871831105, "acc_norm": 0.5270862378012349, "acc_norm_stderr": 0.004982454383162063 }, "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

• 配置名称：harness_arc_challenge_25

  • 数据文件：
    • 分割：2023_07_18T13_41_37.836572
      • 路径：**/details_harness|arc:challenge|25_2023-07-18T13:41:37.836572.parquet
    • 分割：latest
      • 路径：**/details_harness|arc:challenge|25_2023-07-18T13:41:37.836572.parquet

• 配置名称：harness_hellaswag_10

  • 数据文件：
    • 分割：2023_07_18T13_41_37.836572
      • 路径：**/details_harness|hellaswag|10_2023-07-18T13:41:37.836572.parquet
    • 分割：latest
      • 路径：**/details_harness|hellaswag|10_2023-07-18T13:41:37.836572.parquet

• 配置名称：harness_hendrycksTest_5

  • 数据文件：
    • 分割：2023_07_18T13_41_37.836572
      • 路径：
        • **/details_harness|hendrycksTest-abstract_algebra|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-international_law|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-management|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-marketing|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-professional_law|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-professional_medicine|5_2023-07-18T13:41:37.836572.parquet
        • **/details_harness|hendrycksTest-professional_psychology|5_2023-07-18T13:41:37.836572.parquet
        • `**/details_harness|hendry