open-llm-leaderboard-old/details_deepnight-research__llama-2-70B-inst

该数据集是在评估模型deepnight-research/llama-2-70B-inst时自动创建的，用于在Open LLM Leaderboard上进行评估。数据集由61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，分割以运行的时间戳命名。train分割始终指向最新的结果。此外，还有一个名为results的配置，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

该数据集是在对模型 deepnight-research/llama-2-70B-inst 进行评估运行期间自动创建的，用于 Open LLM Leaderboard。

数据集组成

• 数据集包含 61 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。
• 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_deepnight-research__llama-2-70B-inst", "harness_truthfulqa_mc_0", split="train")

最新结果

以下是 2023-08-10T00:26:50.478989 运行的最新结果：

python { "all": { "acc": 0.7050740464217434, "acc_stderr": 0.03085018588043536, "acc_norm": 0.7087855823993987, "acc_norm_stderr": 0.03081992944181276, "mc1": 0.44430844553243576, "mc1_stderr": 0.017394586250743173, "mc2": 0.6224972679005382, "mc2_stderr": 0.014880875055625352 }, "harness|arc:challenge|25": { "acc": 0.6732081911262798, "acc_stderr": 0.013706665975587333, "acc_norm": 0.7107508532423208, "acc_norm_stderr": 0.013250012579393441 }, "harness|hellaswag|10": { "acc": 0.6974706233817964, "acc_stderr": 0.00458414401465495, "acc_norm": 0.8789085839474209, "acc_norm_stderr": 0.0032556675321152857 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.33, "acc_stderr": 0.04725815626252605, "acc_norm": 0.33, "acc_norm_stderr": 0.04725815626252605 }, # 其他任务的结果... }

配置详情

• config_name: harness_arc_challenge_25

  • 数据文件:
    • 分割: 2023_08_10T00_26_50.478989
      • 路径: **/details_harness|arc:challenge|25_2023-08-10T00:26:50.478989.parquet
    • 分割: latest
      • 路径: **/details_harness|arc:challenge|25_2023-08-10T00:26:50.478989.parquet

• config_name: harness_hellaswag_10

  • 数据文件:
    • 分割: 2023_08_10T00_26_50.478989
      • 路径: **/details_harness|hellaswag|10_2023-08-10T00:26:50.478989.parquet
    • 分割: latest
      • 路径: **/details_harness|hellaswag|10_2023-08-10T00:26:50.478989.parquet

• config_name: harness_hendrycksTest_5

  • 数据文件:
    • 分割: 2023_08_10T00_26_50.478989
      • 路径:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-international_law|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-management|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-marketing|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-professional_law|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-professional_medicine|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-professional_psychology|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-public_relations|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-security_studies|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-sociology|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-us_foreign_policy|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-virology|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-world_religions|5_2023-08-10T00:26:50.478989.parquet
    • 分割: latest
      • 路径:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-international_law|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-management|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-marketing|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-professional_law|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-professional_medicine|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-professional_psychology|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-public_relations|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-security_studies|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-sociology|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-us_foreign_policy|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-virology|5_2023-08-10T00:26:50.478989.parquet
        • **/details_harness|hendrycksTest-world_religions|5_2023-08-10T00:26:50.478989.parquet }