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open-llm-leaderboard-old/details_zhengr__MixTAO-7Bx2-MoE-DPO

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Hugging Face2024-01-17 更新2024-06-22 收录
下载链接：
https://hf-mirror.com/datasets/open-llm-leaderboard-old/details_zhengr__MixTAO-7Bx2-MoE-DPO
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资源简介：
该数据集是在评估模型zhengr/MixTAO-7Bx2-MoE-DPO时自动创建的，包含63个配置，每个配置对应一个评估任务。数据集由1次运行生成，每次运行的结果存储为特定配置中的一个分割，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，用于计算和展示在Open LLM Leaderboard上的聚合指标。

该数据集是在评估模型zhengr/MixTAO-7Bx2-MoE-DPO时自动创建的，包含63个配置，每个配置对应一个评估任务。数据集由1次运行生成，每次运行的结果存储为特定配置中的一个分割，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，用于计算和展示在Open LLM Leaderboard上的聚合指标。
提供机构：
open-llm-leaderboard-old
原始信息汇总

数据集概述

数据集描述

该数据集是在评估模型zhengr/MixTAO-7Bx2-MoE-DPO在Open LLM Leaderboard上的运行过程中自动创建的。

数据集组成

  • 该数据集包含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。
  • 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_zhengr__MixTAO-7Bx2-MoE-DPO", "harness_winogrande_5", split="train")

最新结果

这些是最新结果，来自2024-01-17T13:23:29.676681的运行： python { "all": { "acc": 0.6522594762182442, "acc_stderr": 0.0319843897745183, "acc_norm": 0.6520128707870778, "acc_norm_stderr": 0.03264277329988372, "mc1": 0.5385556915544676, "mc1_stderr": 0.017451384104637455, "mc2": 0.6934208246675816, "mc2_stderr": 0.014891018416465928 }, "harness|arc:challenge|25": { "acc": 0.6808873720136519, "acc_stderr": 0.01362169611917331, "acc_norm": 0.7090443686006825, "acc_norm_stderr": 0.013273077865907595 }, "harness|hellaswag|10": { "acc": 0.7027484564827724, "acc_stderr": 0.004561141293448457, "acc_norm": 0.8712407886875124, "acc_norm_stderr": 0.003342487333262275 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.34, "acc_stderr": 0.04760952285695236, "acc_norm": 0.34, "acc_norm_stderr": 0.04760952285695236 }, # 其他任务的结果省略... }

配置信息

  • config_name: harness_arc_challenge_25

    • split: 2024_01_17T13_23_29.676681
      • path: **/details_harness|arc:challenge|25_2024-01-17T13-23-29.676681.parquet
    • split: latest
      • path: **/details_harness|arc:challenge|25_2024-01-17T13-23-29.676681.parquet

  • config_name: harness_gsm8k_5

    • split: 2024_01_17T13_23_29.676681
      • path: **/details_harness|gsm8k|5_2024-01-17T13-23-29.676681.parquet
    • split: latest
      • path: **/details_harness|gsm8k|5_2024-01-17T13-23-29.676681.parquet

  • config_name: harness_hellaswag_10

    • split: 2024_01_17T13_23_29.676681
      • path: **/details_harness|hellaswag|10_2024-01-17T13-23-29.676681.parquet
    • split: latest
      • path: **/details_harness|hellaswag|10_2024-01-17T13-23-29.676681.parquet

  • config_name: harness_hendrycksTest_5

    • split: 2024_01_17T13_23_29.676681
      • path:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-international_law|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-management|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-marketing|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-professional_law|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-professional_medicine|5_2024-01-17T13-23-29.676681.parquet
        • **/details_harness|hendrycksTest-professional_psych
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