open-llm-leaderboard/details_TheBloke__Platypus-30B-SuperHOT-8K-fp16

该数据集是在模型TheBloke/Platypus-30B-SuperHOT-8K-fp16的评估运行期间自动创建的，用于在Open LLM Leaderboard上进行评估。数据集由60个配置组成，每个配置对应一个评估任务。数据集是从1次运行中创建的，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。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

该数据集是在评估模型 TheBloke/Platypus-30B-SuperHOT-8K-fp16 在 Open LLM Leaderboard 上的自动创建的。数据集包含60个配置，每个配置对应一个评估任务。

数据集结构

数据集由1次运行创建，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。

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_TheBloke__Platypus-30B-SuperHOT-8K-fp16", "harness_truthfulqa_mc_0", split="train")

最新结果

最新结果来自2023-08-18T16:25:34.320244运行，包含多个任务的评估结果。以下是部分结果示例： python { "all": { "acc": 0.23647488823331855, "acc_stderr": 0.030908567573023033, "acc_norm": 0.23771978116158754, "acc_norm_stderr": 0.030923042741200276, "mc1": 0.2178702570379437, "mc1_stderr": 0.014450846714123892, "mc2": 0.471292004765754, "mc2_stderr": 0.01664156844910162 }, "harness|arc:challenge|25": { "acc": 0.21843003412969283, "acc_stderr": 0.012074291605700987, "acc_norm": 0.2568259385665529, "acc_norm_stderr": 0.0127669237941168 }, "harness|hellaswag|10": { "acc": 0.2731527584146584, "acc_stderr": 0.004446680081493746, "acc_norm": 0.3082055367456682, "acc_norm_stderr": 0.004608082815535489 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.22, "acc_stderr": 0.04163331998932268, "acc_norm": 0.22, "acc_norm_stderr": 0.04163331998932268 }, "harness|truthfulqa:mc|0": { "mc1": 0.2178702570379437, "mc1_stderr": 0.014450846714123892, "mc2": 0.471292004765754, "mc2_stderr": 0.01664156844910162 } }

配置详情

• config_name: harness_arc_challenge_25

  • 数据文件:
    • split: 2023_08_18T16_25_34.320244
      • path: **/details_harness|arc:challenge|25_2023-08-18T16:25:34.320244.parquet
    • split: latest
      • path: **/details_harness|arc:challenge|25_2023-08-18T16:25:34.320244.parquet

• config_name: harness_hellaswag_10

  • 数据文件:
    • split: 2023_08_18T16_25_34.320244
      • path: **/details_harness|hellaswag|10_2023-08-18T16:25:34.320244.parquet
    • split: latest
      • path: **/details_harness|hellaswag|10_2023-08-18T16:25:34.320244.parquet

• config_name: harness_hendrycksTest_5

  • 数据文件:
    • split: 2023_08_18T16_25_34.320244
      • path:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-international_law|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-management|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-marketing|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-professional_law|5_2023-08-18T16:25:34.320244.parquet
        • **/details_harness|hendrycksTest-professional_medicine|5_2023-08-18T16:25:34.320244.parquet