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open-llm-leaderboard-old/details_Open-Orca__Mixtral-SlimOrca-8x7B

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Hugging Face2023-12-14 更新2024-06-22 收录
下载链接：
https://hf-mirror.com/datasets/open-llm-leaderboard-old/details_Open-Orca__Mixtral-SlimOrca-8x7B
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资源简介：
该数据集是在评估模型Open-Orca/Mixtral-SlimOrca-8x7B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，每次运行的结果作为一个特定的分割存储，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，还有一个名为results的配置，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。

该数据集是在评估模型Open-Orca/Mixtral-SlimOrca-8x7B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，每次运行的结果作为一个特定的分割存储，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，还有一个名为results的配置，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。
提供机构：
open-llm-leaderboard-old
原始信息汇总

数据集概述

数据集名称

  • 名称: Evaluation run of Open-Orca/Mixtral-SlimOrca-8x7B

数据集组成

  • 配置数量: 63个配置，每个配置对应一个评估任务。
  • 创建来源: 数据集是在模型 Open-Orca/Mixtral-SlimOrca-8x7B 在 Open LLM Leaderboard 上的评估运行期间自动创建的。
  • 运行次数: 数据集由1次运行创建，每个运行结果作为一个特定的分割存储，分割名称使用运行的时间戳。
  • 最新结果: "train" 分割始终指向最新的结果。
  • 结果汇总: 一个额外的配置 "results" 存储所有运行的汇总结果，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_Open-Orca__Mixtral-SlimOrca-8x7B", "harness_winogrande_5", split="train")

最新结果

  • 最新结果时间戳: 2023-12-14T10:54:31.511638
  • 结果示例: python { "all": { "acc": 0.6772838776728083, "acc_stderr": 0.031217522187270183, "acc_norm": 0.6826319719917908, "acc_norm_stderr": 0.03182881958823988, "mc1": 0.3818849449204406, "mc1_stderr": 0.017008101939163498, "mc2": 0.5498097510513819, "mc2_stderr": 0.015613516175450912 }, "harness|arc:challenge|25": { "acc": 0.6390784982935154, "acc_stderr": 0.014034761386175452, "acc_norm": 0.6766211604095563, "acc_norm_stderr": 0.013669421630012144 }, "harness|hellaswag|10": { "acc": 0.6669986058554073, "acc_stderr": 0.004703238534045805, "acc_norm": 0.8511252738498307, "acc_norm_stderr": 0.003552374531305199 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.36, "acc_stderr": 0.04824181513244218, "acc_norm": 0.36, "acc_norm_stderr": 0.04824181513244218 },

    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_12_14T10_54_31.511638
        • 路径: **/details_harness|arc:challenge|25_2023-12-14T10-54-31.511638.parquet
      • 分割: latest
        • 路径: **/details_harness|arc:challenge|25_2023-12-14T10-54-31.511638.parquet

  • 配置名称: harness_gsm8k_5

    • 数据文件:
      • 分割: 2023_12_14T10_54_31.511638
        • 路径: **/details_harness|gsm8k|5_2023-12-14T10-54-31.511638.parquet
      • 分割: latest
        • 路径: **/details_harness|gsm8k|5_2023-12-14T10-54-31.511638.parquet

  • 配置名称: harness_hellaswag_10

    • 数据文件:
      • 分割: 2023_12_14T10_54_31.511638
        • 路径: **/details_harness|hellaswag|10_2023-12-14T10-54-31.511638.parquet
      • 分割: latest
        • 路径: **/details_harness|hellaswag|10_2023-12-14T10-54-31.511638.parquet

  • 配置名称: harness_hendrycksTest_5

    • 数据文件:
      • 分割: 2023_12_14T10_54_31.511638
        • 路径:
          • **/details_harness|hendrycksTest-abstract_algebra|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-anatomy|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-astronomy|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-business_ethics|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-clinical_knowledge|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-college_biology|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-college_chemistry|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-college_computer_science|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-college_mathematics|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-college_medicine|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-college_physics|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-computer_security|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-conceptual_physics|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-econometrics|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-electrical_engineering|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-elementary_mathematics|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-formal_logic|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-global_facts|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-high_school_biology|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-high_school_chemistry|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-high_school_computer_science|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-high_school_european_history|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-high_school_geography|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-high_school_mathematics|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-high_school_microeconomics|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-high_school_physics|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-high_school_psychology|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-high_school_statistics|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-high_school_us_history|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-high_school_world_history|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-human_aging|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-human_sexuality|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-international_law|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-jurisprudence|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-logical_fallacies|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-machine_learning|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-management|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-marketing|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-medical_genetics|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-miscellaneous|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-moral_disputes|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-moral_scenarios|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-nutrition|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-philosophy|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-prehistory|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-professional_accounting|5_2023-12-14T10-54-31.511638.parquet
          • **/details_harness|hendrycksTest-professional_law|5_202
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